2021 ASABE Annual International Virtual Meeting, July 12-16, 2021



Paper #   2100005   The Value of Climate in Educational Experiences forDiverse Student Populations within Engineering Disciplines
Citation:  Paper number  2100005,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100005) @2021
Authors:   Grace L. Baldwin, Virginia Booth Womack, Sarah E. LaRose, Carol S. Stwalley, Robert M. Stwalley, III
Keywords:   support networks, socioeconomic status, bias, admissions, NSF S-STEM.
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Paper #   2100008   Predicting the hydraulic properties of compacted soils: model validation
Citation:  Paper number  2100008,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100008) @2021
Authors:   Duc Ngo-Cong, Diogenes L. Antille, Martinus Th. van Genuchten, Mehari Z. Tekeste, Craig P. Baillie
Keywords:   Plant available water capacity, Soil bulk density, Soil compaction, Tillage and traffic, van Genuchten model, Water retention curve.
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Paper #   2100009   An Economic Analysis: The Scale-up of Irrigation Systems in Ghana, West Africa
Citation:  Paper number  2100009,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100009) @2021
Authors:   Grace L. Baldwin, Robert M. Stwalley, III
Keywords:   Africa, biophysical, commercial, conventional irrigation, economic analysis, emerging, equipment, formal, Ghana, groundwater, informal, international development, irrigation, large-scale, sector, scale-up, smallholder farmer, sub-Saharan, surface water
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Paper #   2100017   Research status and development trend of UAV broadcast sowing technology in China
Citation:  Paper number  2100017,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100017) @2021
Authors:   Junjie Wan, Lijun Qi, Hao Zhang, Zhong’ao Lu, Jiarui Zhou
Keywords:   Broadcast sowing technology; Agriculture aviation; Broadcast sowing device; UAV Sowing
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Paper #   2100018   A Real-Time Route Planning Method Based on DeepLabV3+ for Plant Protection UAVs
Citation:  Paper number  2100018,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100018) @2021
Authors:   Junjie Wan, Lijun Qi, Hao Zhang, Zhong’ao Lu, Jiarui Zhou
Keywords:   DeepLabV3+,MATLAB,Route planning,Semantic segmentation,Unmanned aerial vehicle
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Paper #   2100020   Measuring Threshing Force of Three Common Rice Varieties under Dynamic Conditions
Citation:  Paper number  2100020,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100020) @2021
Authors:   Soheyla Yavari, Ezzatollah Askari Ardeh, Farzaneh Khoursandi
Keywords:   Dynamic condition, Paddy rice, Threshing force. Introduction
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Paper #   2100024   Enzyme-assisted Protein Extraction from Alfalfa Leaves
Citation:  Paper number  2100024,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100024) @2021
Authors:   Youngmi Kim, Virginia Lee
Keywords:   Alfalfa, Antioxidant, Cell-wall degrading enzymes, Cellulases, Leaf protein, Pectinases, Peptides, Protein extraction.
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Paper #   2100028   Current status and development trend of non-stop round bale harvesting for forage grass
Citation:  Paper number  2100028,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100028) @2021
Authors:   Xiaolong Huan, Decheng Wang, Xuening Zhang, Hongjian Wu, Yinhao Jin
Keywords:   Non-stop round baler, research status, development trend
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Paper #   2100029   Long-term monitoring of soil strength and crop yield in a no-tillage soybean production system under zero, controlled and random traffic of farm machinery
Citation:  Paper number  2100029,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100029) @2021
Authors:   Guido F. Botta, Diogenes L. Antille, Sven Peets, Fernando Bienvenido, David Rivero, Enrique E. Contessotto, Zong Liu, Alejandra Ezquerra-Canalejo, Juan M. Ressia
Keywords:   Crop agronomic performance, Field traffic, Root growth, Soil compaction, Soil mechanical properties, Zero-tillage.
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Paper #   2100038   Characterization of volumetric droplet size distributions from PWM-controlled hollow-cone nozzles designed for variable-rate air-assisted sprayers
Citation:  Paper number  2100038,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100038) @2021
Authors:   Ramón Salcedo, Heping Zhu, Hongyoung Jeon, Erdal Ozkan, Zhiming Wei, Emilio Gil
Keywords:   Precision pesticide applications, quality spray, pulses, drop pressure, droplet spectra.
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Paper #   2100041   A Comparison of Standards: USDA-Natural Resources Conservation Service and ASABE
Citation:  Paper number  2100041,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100041) @2021
Authors:   Clarence Prestwich, P.E., Ruth Book, Ph.D., P.E.
Keywords:   Conservation, practice, standard.
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Paper #   2100042   Gully Erosion: An Ongoing Battle
Citation:  Paper number  2100042,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100042) @2021
Authors:   Clarence Prestwich, PE, Ruth Book, Ph.D., PE, Jon Fripp
Keywords:   Channel evolution model, grade stabilization, gully treatment, hydrologic restoration, stream restoration.
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Paper #   2100044   Phosphorus runoff from sandy soils under conservation tillage with surface broadcasted recovered phosphates
Citation:  Paper number  2100044,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100044) @2021
Authors:   Clement Sohoulande, Ariel Szogi, Ken Stone, Gilbert Sigua, Jerry Martin, Paul Shumaker, Phil Bauer
Keywords:   Phosphorus runoff, rainfall simulator, manure nutrients recycling, turkey litter ash, sandy soil
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Paper #   2100046   Ability of Youth to Activate Agricultural All-Terrain Vehicles’ Main Controls
Citation:  Paper number  2100046,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100046) @2021
Authors:   Guilherme De Moura Araujo, Farzaneh Khorsandi, Anusheh Abdullah
Keywords:   ATV, crashes, ergonomics, incidents, safety, resistance forces, youth.
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Paper #   2100047   Can Youth Reach Agricultural All-Terrain Vehicle Controls?
Citation:  Paper number  2100047,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100047) @2021
Authors:   Guilherme De Moura Araujo, Farzaneh Khorsandi, Sami Kabakibo, Oliver Kreylos
Keywords:   Anthropometric dimensions, ATV, Crashes, Ergonomics, Incidents, Youth.
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Paper #   2100050   Aromatic hydrocarbon production from co-pyrolysis of algae, cedar wood and digested sludge blends
Citation:  Paper number  2100050,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100050) @2021
Authors:   SOURABH CHAKRABORTY, NURHAN TURGUT DUNFORD
Keywords:   Aromatic hydrocarbons, Bio-oil, Catalyst, Co-pyrolysis, ZSM-5.
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Paper #   2100051   Detection of strawberries with varying maturity levels for robotic harvesting using YOLOv4
Citation:  Paper number  2100051,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100051) @2021
Authors:   Zixuan He, Manoj Karkee, Priyanka Upadhayay
Keywords:   strawberry detection; deep neural network; YOLOv4; maturity classification; occlusion detection
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Paper #   2100053   SUCCESSFUL CONTROLLED ENVIRONMENT AGRICULTURE PROJECTS
Citation:  Paper number  2100053,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100053) @2021
Authors:   Ronald J. Smith, Robert M. Stwalley, III
Keywords:   controlled environment agriculture, context, success, challenges, opportunities, barriers, vertical farm, indoor agriculture.
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Paper #   2100057   Investigation of the Impact of Sonication on organic matter solubilization and Biomethane potential (BMP) of swine lagoon sludge
Citation:  Paper number  2100057,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100057) @2021
Authors:   Piyush S Patil, Mahmoud A Sharara
Keywords:   Lagoon sludge, sonication, Biomethane potential, Microcrystalline cellulose.
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Paper #   2100058   A novel skeletonization algorithm combined with hierarchical segmentation for phenotyping siliques of oilseed rape
Citation:  Paper number  2100058,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100058) @2021
Authors:   Zhihong Ma, Dawei Sun, Haiyan Cen
Keywords:   oilseed rape, skeleton extraction, silique, segmentation, phenotyping, yield
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Paper #   2100060   Numerical Modeling and Optimization of the Purdue Hog Cooling Pad Design
Citation:  Paper number  2100060,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100060) @2021
Authors:   Tyler C Field, Robert M Stwalley, III
Keywords:   cooling pad, finite volume, heat transfer, swine.
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Paper #   2100061   Modification of the Purdue Hog Cooling Pad Control Scheme Design for Heat Stress in Gilts
Citation:  Paper number  2100061,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100061) @2021
Authors:   Tyler C Field, Larissa K Shirley, Allan P Schinckel, Kara R Stewart, Robert M Stwalley, III
Keywords:   cooling pad, gilts, heat transfer, swine.
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Paper #   2100065   Evaluation of bioaerosol samplers for collecting airborne E. coli carried by dust particles from poultry litter
Citation:  Paper number  2100065,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100065) @2021
Authors:   Xuan Dung Nguyen, Yang Zhao, Jeffrey D Evans, Jun Lin, Liesel Schneider, Brynn Voy, Shawn A Hawkins, Joseph L Purswell
Keywords:   airborne transmission, bioaerosol sampler, dry aerosolization, E. coli, poultry
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Paper #   2100066   NIR hyperspectral imaging with machine learning to detect and classify codling moth infestation in apples
Citation:  Paper number  2100066,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100066) @2021
Authors:   Nader Ekramirad, Alfadhl Y. Khaled, Lauren E. Doyle, Chadwick A. Parrish, Raul T. Villanueva, Kevin D. Donohue, Akinbode A. Adedeji
Keywords:   Apples, Codling moth, Hyperspectral imaging, Machine learning, Near-infrared
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Paper #   2100069   LiDARThAn: A One Click QGIS Plugin for LiDAR Thinning
Citation:  Paper number  2100069,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100069) @2021
Authors:   Falasy Anamelechi, Richard Cooke
Keywords:   
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Paper #   2100070   Vibro-acoustic emission and heat stimulation effect on the detection of codling moth larvae in apples
Citation:  Paper number  2100070,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100070) @2021
Authors:   Alfadhl Y Khaled, Chadwick A Parrish, Nader Ekramirad, Kevin D Donohue, Raul T Villanueva, Akinbode A Adedeji
Keywords:   Apples, Codling moth, Heat stimulation, Machine learning, Vibro-acoustic emission
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Paper #   2100072   The Effect Factors of Hygroscopic Behavior and Thermodynamic Properties of the Hybrid Pennisetum
Citation:  Paper number  2100072,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100072) @2021
Authors:   Qingyun Sun, Feng Zhao, Zhenchao Jia, Xianlong Yu, Menglong Han, Lu Zhu, Zongchao Zhang
Keywords:   Hybrid Pennisetum, Hygroscopic behavior, Hygroscopic model, Binding energy, Net isosteric heat of sorption
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Paper #   2100074   Pilot-scale UV-A light treatment for mitigation of NH3, H2S, GHGs, VOCs, odor, and O3 inside the poultry barn
Citation:  Paper number  2100074,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100074) @2021
Authors:   Myeongseong Lee, Jacek A. Koziel, Peiyang Li, Heekwon Ahn, Jisoo Wi, Baitong Chen, Zhanibek Meiirkhhanuly, Chumki Banik, William S Jenks
Keywords:   Air pollution, odor, indoor air quality, emissions, poultry production, photocatalysis.
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Paper #   2100075   Design, testing, and commissioning of mobile laboratory for mitigation of gaseous emission from livestock barns with photocatalysis
Citation:  Paper number  2100075,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100075) @2021
Authors:   Myeongseong Lee, Jacek A. Koziel, Wyatt Murphy, William S Jenks, Baitong Chen, Peiyang Li, Chumki Banik, Blake Fonken, Ryan Storjohann, Heekwon Ahn
Keywords:   Air pollution control, air quality, volatile organic compounds, odor, environmental technology, advanced oxidation, UV-A; titanium dioxide.
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Paper #   2100076   Pilot-scale evaluation of UV-A & UV-C photocatalytic treatment for mitigating odorous gas emissions from swine manure
Citation:  Paper number  2100076,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100076) @2021
Authors:   Myeongseong Lee, Jacek A. Koziel, Wyatt Murphy, William S Jenks, Baitong Chen, Peiyang Li, Chumki Banik
Keywords:   Air pollution control, air quality, volatile organic compounds, odor, environmental technology, advanced oxidation, UV.
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Paper #   2100079   3D reconstruction of chicken based on color and thermal images
Citation:  Paper number  2100079,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100079) @2021
Authors:   Xiaomin / Zhang, /, Yanning / Zhang, /, Jinfeng / Geng, /, Xiuqin / Rao, /
Keywords:   3D reconstruction, Chicken, Thermal infrared, PatchMatchStereo.
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Paper #   2100080   Some Recent Trends in Tractor Test Performance
Citation:  Paper number  2100080,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100080) @2021
Authors:   Andrew R Morley, Matthew S Tortorella, John K. Schueller
Keywords:   fuel efficiency, NTTL, performance, power, test, tractor.
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Paper #   2100081   The prototype of a low-cost mobile CO2 vaporizer system for on-site humane swine depopulation, disposal, and biosecure cleanup
Citation:  Paper number  2100081,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100081) @2021
Authors:   Jacek A. Koziel, Myeongseong Lee, Yuzhi Li
Keywords:   Humane depopulation, euthanasia, CO2, biosecure, vaporizer system
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Paper #   2100082   Field-scale testing of mobile laboratory for mitigation of gaseous emissions from the swine farm with UV-A photocatalysis
Citation:  Paper number  2100082,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100082) @2021
Authors:   Myeongseong Lee, Jacek A. Koziel, Wyatt Murphy, William Jenks, Baitong Chen, Peiyang Li, Chumki Banik
Keywords:   Air pollution control, air quality, volatile organic compounds, odor, environmental technology, advanced oxidation, UV-A, titanium dioxide.
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Paper #   2100086   Reduction of gaseous emissions from swine manure: effect of biochar dose and reapplication
Citation:  Paper number  2100086,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100086) @2021
Authors:   Baitong Chen, Jacek A Koziel, Chumki Banik, Hantian Ma, Myeongseong Lee, Samuel C O’Brien, Peiyang Li, Daniel  S  Andersen ,  , Andrzej    Bialowiec ,  , Robert  C  Brown ,  
Keywords:   . livestock manure; waste management; air pollution; air quality; biocoal; odor emission.
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Paper #   2100087   Mitigation of acute H2S and NH3 emissions from swine manure during agitation using pelletized biochar
Citation:  Paper number  2100087,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100087) @2021
Authors:   Baitong Chen, Jacek A Koziel, Myeongseong Lee, Samuel C O’Brien, Peiyang Li, Robert  C  Brown ,  
Keywords:   agricultural wastewater treatment, hazardous waste management, gas-liquid interface, gaseous emissions, animal production, occupational safety
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Paper #   2100088   Removing barriers for adoption of biochar treatment to mitigate gaseous emissions from manure: can common binders improve the performance of powder and pelletized biochar?
Citation:  Paper number  2100088,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100088) @2021
Authors:   Samuel C O'Brien, Jacek A Koziel, Baitong Chen, Ryan Ungs, Cail Donkersloot, Cameron Cimino, Chumki Banik, Eric Cochran
Keywords:   air quality, ammonia, animal agriculture, biocoal, livestock manure, odor, waste management, sustainability.    
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Paper #   2100092   Improve biochar-based controlled release fertilizer’s performance by coating multiple layers of polylactic acid
Citation:  Paper number  2100092,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100092) @2021
Authors:   Robiul Islam Rubel, Lin Wei
Keywords:   nitrogen fertilizer, polylactic acid, coating, controlled release, nitrogen use efficiency
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Paper #   2100093   Flower Pellet Method of Determining Droplet Size Distribution of Agro-Forestry Swirl Nozzle Discharge
Citation:  Paper number  2100093,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100093) @2021
Authors:   Juliet Sinatu Ayobamidele, Adewunmi Taiwo
Keywords:   Droplet size Distribution, Flour Pellets, Median Diameter, Nozzle Supply Pressure, Swirl Chamber Length: Diameter Ratio.
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Paper #   2100099   Recognition method of origin Gastrodia elata based on machine vision
Citation:  Paper number  2100099,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100099) @2021
Authors:   Zimei Zhang, Zhian Zheng, Lei Gao, Rongyan Wang
Keywords:   Bayesian; features extraction; Gastrodia elata; identification of origin; image recognition; principal component analysis.
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Paper #   2100100   Identification of whether Gastrodia elata Blume has been fumigated by sulfur based on Machine Vision Technology
Citation:  Paper number  2100100,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100100) @2021
Authors:   Zimei Zhang, Zhian Zheng, Aichao Li, Shufeng Cheng, Wenjie Wang, Dalong Jiang
Keywords:   bayesian; feature extraction; Gastrodia elata; identification of origin; image recognition; principal component analysis;
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Paper #   2100103   An investigation into the mobility of heavy metals in soils amended with biosolids-derived biochar
Citation:  Paper number  2100103,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100103) @2021
Authors:   Serhiy Marchuk, Diogenes L. Antille, Payel Sinha, Seija Tuomi, Peter W. Harris, Bernadette K. McCabe
Keywords:   Copper, Chromium, Land application of biosolids, Leaching, Potentially toxic elements, Sewage Sludge, Zinc.
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Paper #   2100104   Coefficient of restitution of kiwifruit collision without external force interference in different ripeness
Citation:  Paper number  2100104,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100104) @2021
Authors:   Zhenchao Wu, Ruizhe Yang, Longsheng Fu
Keywords:   coefficient of restitution; fruit-fruit collision; kiwifruit; firmness; slide method
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Paper #   2100105   Development and Test of an RGB-D Camera-based Rock Detection System and Path Optimization Algorithm in an Indoor Environment
Citation:  Paper number  2100105,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100105) @2021
Authors:   Jithin Jose Mathew, Yu Zhang, Paulo Flores, Cannayen Igathinathane, Zhao Zhang
Keywords:   rock picker, rock detection, RGB-D, data fusion, path optimization
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Paper #   2100107   Digitalizing and controlling a conventional tractor for autonomous farming work
Citation:  Paper number  2100107,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100107) @2021
Authors:   Hao Wang, Yaxin Ren, Weiqiang Fu, Zhijun Meng
Keywords:   Dynamic mode decomposition, Pure pursuit control, Robot tractor, Smart agriculture.
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Paper #   2100112   Using images from a handheld camera to detect wheat bacterial leaf streak disease severities  
Citation:  Paper number  2100112,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100112) @2021
Authors:   Nusrat Jahan, Zhao Zhang, Zhaohui Liu, Andrew Friskop, Paulo Flores, Jithin Jose Mathew, Anup Kumar Das
Keywords:   deep learning, GoogLeNet, handheld camera, ResNet, segmentation, VGG16, wheat bacterial leaf streak
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Paper #   2100120   Analysis of alternative LED light by indoor lettuce production in Mexico
Citation:  Paper number  2100120,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100120) @2021
Authors:   Jorge Flores, Daniel Fuentes
Keywords:   AgUrban, plant Factory, lux intensity, Plant poduction
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Paper #   2100123   Present situation of improved machinery for grassland seeding and mixed seeding technology
Citation:  Paper number  2100123,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100123) @2021
Authors:   Yangyang Liao, Yong You, Decheng Wang
Keywords:   Grassland improvement, seeding machine, mixed seeding
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Paper #   2100124   Research on the mechanical properties of king grass
Citation:  Paper number  2100124,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100124) @2021
Authors:   Hongda Wang, Yong You, Yangyang Liao, Xuening Zhang
Keywords:   King grass, mechanical properties, tensile elastic modulus, shear strength.
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Paper #   2100125   Mixed fermentation of alfalfa silage primarily feed research
Citation:  Paper number  2100125,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100125) @2021
Authors:   Haifeng Zhang, Decheng Wang, Yong You
Keywords:   Alfalfa, Silage, Water, Corn meal, Fermentation quality
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Paper #   2100126   Determination of Ammonium Nitrogen and Soluble Carbohydrate in Alfalfa Silage
Citation:  Paper number  2100126,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100126) @2021
Authors:   Haifeng Zhang, Decheng Wang, Yong You
Keywords:   Alfalfa silage, Colorimetric method, Standard curve, Ammonium nitrogen, Soluble carbohydrate
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Paper #   2100127   Overview and Prospect of biomass gasification for methane production
Citation:  Paper number  2100127,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100127) @2021
Authors:   Chong Li, Jing Lin, Decheng Wang
Keywords:   Biomass, Energy, Gasification, Methanation
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Paper #   2100128   On the importance of waste heat recovery and utilization
Citation:  Paper number  2100128,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100128) @2021
Authors:   Chong Li, Jing Lin, Decheng Wang
Keywords:   Herbage drying, Sustainable development, Waste heat recovery.
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Paper #   2100129   Study on Bunching Mechanical Properties of Leafy Vegetable
Citation:  Paper number  2100129,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100129) @2021
Authors:   Jing Lin, Zhiqin Wang, Chong Li, Xiang Yuan
Keywords:   Leafy vegetables, Vegetable bunch, Mechanical property.
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Paper #   2100132   Development of An Automatic Airflow Control System for Precision Sprayers Based on Tree Canopy Density
Citation:  Paper number  2100132,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100132) @2021
Authors:   Md Sultan Mahmud, Azlan Zahid, Long He
Keywords:   Automation, Fan inlet, Precision spraying, Sensing, Tree fruit, Variable rate application.
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Paper #   2100141   Air Quality in Commercial Broiler Breeder Houses
Citation:  Paper number  2100141,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100141) @2021
Authors:   Lilong Chai, Claudia Dunkley, Casey W Ritz
Keywords:   broiler breeders, bedding management, dust, ammonia
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Paper #   2100146   Using aerial imagery coupled with machine learning to assess Goss's Wilt disease severity in field corn
Citation:  Paper number  2100146,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100146) @2021
Authors:   Anup Kumar Das, Andrew Friskop, Paulo Flores, Cannayen Igathinathane, Jithin Jose Mathew, Zhao Zhang
Keywords:   Goss’s Wilt, Severity Assessment, Corn, Image Processing, Machine Learning
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Paper #   2100148   Development of Novel Sun-Induced Chlorophyll Fluorescence Spectral Indices for Assessing Leaf Chlorophyll and Carotenoid Contents in Rice
Citation:  Paper number  2100148,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100148) @2021
Authors:   Yu-an Zhou, Liang Wan, Ruiming Du, Shuobo Chen, Haiyan Cen
Keywords:   Carotenoid, Chlorophyll, Spectral index, Sun-Induced Chlorophyll Fluorescence.
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Paper #   2100150   A novel method for improving radio frequency heating uniformity of wheat kernels using aluminum foil sheets
Citation:  Paper number  2100150,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100150) @2021
Authors:   Biying Lin, Xiangyu Guan, Shaojin Wang
Keywords:   Aluminum foil, Heating behavior, Heating uniformity, Radio frequency heating, Wheat kernel.
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Paper #   2100152   Method for aerosolization and collection of Porcine Reproductive and Respiratory Syndrome Virus (PRRSV): engineering considerations
Citation:  Paper number  2100152,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100152) @2021
Authors:   Peiyang Li, Jacek A Koziel, Jeffrey J Zimmerman, Steven J Hoff, Jianqiang Zhang, Ting-Yu Cheng, Wannrat Yim-Im, Myeongseong Lee, Baitong Chen, William S. Jenks
Keywords:   airborne pathogens, animal production, infectious animal disease, livestock health, mass balance, swine diseases, viral aerosol, virus isolation
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Paper #   2100153   Treatment of Airborne PRRSV Transmission with UV Light: Proof-of-concept
Citation:  Paper number  2100153,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100153) @2021
Authors:   Peiyang Li, Jacek A Koziel, Jeffrey J Zimmerman, Steven J Hoff, Jianqiang Zhang, Ting-Yu Cheng, Wannrat Yim-Im, Myeongseong Lee, Baitong Chen, William S. Jenks
Keywords:   . air purification, animal production, porcine reproductive and respiratory syndrome, livestock health, livestock biosecurity, swine diseases, ultraviolet light
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Paper #   2100154   Basics of ultraviolet C (UV-C) light: considerations for use at livestock production facilities
Citation:  Paper number  2100154,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100154) @2021
Authors:   Peiyang Li, Jacek A Koziel, Jeffrey J Zimmerman, William S Jenks, Ting-Yu Cheng, Derald J Holtkamp
Keywords:   animal production, ultraviolet light, livestock health, livestock biosecurity, swine diseases
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Paper #   2100158   Study on Robotic Inspection Planning in Large-scale Chicken House
Citation:  Paper number  2100158,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100158) @2021
Authors:   Yang Li, Min Zhou
Keywords:   Inspection robot, Inspection plan, control point, Split method.
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Paper #   2100160   Numerical analysis of cyclone separator with different structural parameters for rapeseed combine harvester based on CFD
Citation:  Paper number  2100160,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100160) @2021
Authors:   Xingyu Wan, Yitao Liao, Jiacheng Yuan, Jia Yang, Qingxi Liao
Keywords:   Agricultural mechanization, CFD, Cleaning, Combine harvester, Cyclone separator, Rapeseed
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Paper #   2100162   Design and optimization of king grass silage harvesting cutting blade
Citation:  Paper number  2100162,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100162) @2021
Authors:   Lu Zhu, Decheng Wang, Yong You, Xuening Zhang
Keywords:   King grass, disc cutter, finite element analysis, cutting parameter optimization
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Paper #   2100163   Design and Optimization of King Grass Harvester Header
Citation:  Paper number  2100163,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100163) @2021
Authors:   Lu Zhu, Decheng Wang, Yong You, Xuening Zhang
Keywords:   King grass, disc cutter, finite element analysis, cutting parameter optimization
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Paper #   2100165   Investigation and Suggestions on Intercropping Model of Forest and Grass in China
Citation:  Paper number  2100165,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100165) @2021
Authors:   Yanrui Zhao, Decheng Wang, Yong You
Keywords:   forest-grass intercropping, case
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Paper #   2100166   Experiment on mechanical properties of king grass stem
Citation:  Paper number  2100166,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100166) @2021
Authors:   Ziwen Guo, Zhiqin Wang, Weihua Yang, Hongda Wang
Keywords:   King grass stalks, mechanical experiment, elastic modulus, strength
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Paper #   2100167   Design of hammer type forage stalk grinder
Citation:  Paper number  2100167,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100167) @2021
Authors:   Ziwen Guo, Zhiqin Wang, Weihua Yang, Hongda Wang, Zhongzheng Li
Keywords:   Hammer crushing, straw, round crushing chamber, square hammer
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Paper #   2100168   Sensor optimisation and the design of a scanning platform for electromagnetic imaging of defects over large plates
Citation:  Paper number  2100168,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100168) @2021
Authors:   Weihua Yang, Ziwen Guo
Keywords:   Eddy current sensors, sensitivity and spatial resolution, mutual inductances, impedance analyzer, X-Y scanner, large steel plate with defects
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Paper #   2100169   Characterizing Sounds under Commercial Broiler Environment
Citation:  Paper number  2100169,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100169) @2021
Authors:   Xiao Yang, Yang Zhao, Hairong Qi, Tom Tabler
Keywords:   broiler, sound, frequency, behavior
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Paper #   2100174   Seed Phenotyping on Neural Networks using Domain Randomization and Transfer Learning
Citation:  Paper number  2100174,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100174) @2021
Authors:   Venkat Margapuri, Mitchell Neilsen
Keywords:   Seed Phenotyping, Domain Randomization, Transfer Learning, Mask RCNN, YOLO, COCO, ImageNet
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Paper #   2100188   Online detection of abnormal chicken manure based on machine vision
Citation:  Paper number  2100188,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100188) @2021
Authors:   Junhui Zhu, Min Zhou
Keywords:   Chicken poop, Image Processing, Machine vision, Module matching, Online detection.
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Paper #   2100189   An overview of water quality monitoring in IoT based aquaculture.
Citation:  Paper number  2100189,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100189) @2021
Authors:   Dipika Roy Prapti, N/A, Abdul Rashid Bin Mohamed Shariff, -, Hasfalina - Che Man, -, N.M - Ramli, N/A, Thinagaran - Perumal, -, Mohamed Shariff - Mohamed Din, -
Keywords:   Aqua-tech, Internet of things, Smart aquaculture, 4IR, Sensor, Technology.
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Paper #   2100193   Apple fruit detection and counting based on deep learning and trunk tracking
Citation:  Paper number  2100193,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100193) @2021
Authors:   Fangfang Gao, Tingyi Yang, Longsheng Fu
Keywords:   yield estimation; orchard video; object tracking; fruit position; reference displacement; fruit ID
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Paper #   2100194   Identification of meteorological factors affecting the timing of prescribed burning in the Flint Hills.
Citation:  Paper number  2100194,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100194) @2021
Authors:   Demilade S Akinbile, Zifei Liu, Dr.
Keywords:   Prescribed burning, Weather conditions
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Paper #   2100209   Microencapsulation of bioactive compounds obtained from pitahaya and soya for possible use as a dietary supplement in menopause.
Citation:  Paper number  2100209,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100209) @2021
Authors:   Everardo Mares-Mares, Paola Elizabeth Iwinski-Hernández, Ignacio Alberto Vallejo-Gonzalez, Luis Armando Garcia de la Rosa, Ma. Cristina Del Rincón-Castro, Maria Azucena Rocha-Mendoza
Keywords:   Antioxidant, Menopause, Microencapsulated, Pitahaya, soybean-isoflavones.
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Paper #   2100210   Formulation of a cereal and dried fruit bar with possible antihypertensive potential
Citation:  Paper number  2100210,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100210) @2021
Authors:   Everardo Mares-Mares, Giovanna Luna-García, Melissa Valdes-Guerra, Ma. Fabiola León-Galván, Luis Armando Garcia de la Rosa, Maria Azucena Rocha-Mendoza
Keywords:   Antihypertensive, Cereal Bar, Dried fruit, Microencapsulated, Mixture design
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Paper #   2100212   Efficacy of Microbial Fuel Cell for bioelectricity generation and pollutant reduction at different CODs of sugar beet processing wastewater
Citation:  Paper number  2100212,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100212) @2021
Authors:   Mosammat Mustari Khanaum, Md. Saidul Borhan
Keywords:   Microbial fuel cell (MFC), exoelectrogen, Chemical Oxygen Demand (COD), cation exchange membrane, Nafion.
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Paper #   2100214   Obtaining and encapsulation of a hydrolysate with antifungal potential from the fermentation of sub-products of tortilla corn with lactic acid bacteria.
Citation:  Paper number  2100214,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100214) @2021
Authors:   Everardo Mares-Mares, Paola Itzel Bautista-Espinoza, Maria Azucena Rocha-Mendoza, César Ozuna-López, Estefanía Odemaris Juárez-Hernández, Maria Guadalupe de Lourdes Acosta-Castillo
Keywords:   Click here to enter keywords and key phrases, separated by commas, with a period at the end
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Paper #   2100216   Lignin-based Hydrogel for Water Retention in Silt Loam Soil
Citation:  Paper number  2100216,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100216) @2021
Authors:   Toby A Adjuik, Sue E Nokes, Michael D Montross, Ole Wendroth
Keywords:   Hydrogel, lignin, soil, water retention
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Paper #   2100223   Bionic Design of Sandfish (Scincus scincus) Head Inspired Subsoiler Tine and Its Performance Evaluation by DEM
Citation:  Paper number  2100223,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100223) @2021
Authors:   Zhihong Zhang, Shuaihui Gan, Guobiao Zuo, Liangliang Zhao, Zhaoyang Chen, Stephen Carr
Keywords:   Bionic, sandfish, subsoiler tine, discrete element method, drag reduction.
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Paper #   2100225   Energy and Exergy Analysis of Rough Rice Drying in a Fluidized Bed and Fixed Bed with Ambient Air Dehumidification
Citation:  Paper number  2100225,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100225) @2021
Authors:   Kaushik Luthra, Sammy Sadaka
Keywords:   Dehumidification, Energy, Exergy, Fixed bed, Fluidized bed, Rice drying.
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Paper #   2100227   Techno-economic Analysis on An Industrial-scale Production System of Biodegradable Plastics from Cheese By-products by Haloferax mediterranei
Citation:  Paper number  2100227,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100227) @2021
Authors:   Ke Wang, Alex M Hobby, Yike Chen, Allan Chio, Ruihong Zhang
Keywords:   Cheese byproducts, economic analysis, extreme halophiles, polyhydroxyalkanoates, whey streams.
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Paper #   2100229   Anaerobic Digestion of Spent Compost and Peat from the Cultivation of Mushroom
Citation:  Paper number  2100229,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100229) @2021
Authors:   Alessandro Chiumenti, Silvia Tedesco, Francesco Da Borso
Keywords:   anaerobic digestion; biogas; methane; compost; mushroom; cultivation; substrate; peat; digestate
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Paper #   2100230   Anaerobic Digestion of Brackish and High Salinity Aquaculture Sludges
Citation:  Paper number  2100230,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100230) @2021
Authors:   Alessandro Chiumenti, Bartolomè Owono Owono, Giulio Fait, Matia Mainardis, Daniele Goi, Elisa Stella, Francesco Da Borso
Keywords:   Aquaculture, anaerobic digestion, biogas, biomethane, brackish, fish, hatchery, salinity, sludges.
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Paper #   2100231   WATER BUDGETING OF IRRIGATED LOWLAND RICE USING DRUM CULTURE TECHNIQUE FOR INCREASED WATER PRODUCTIVITY
Citation:  Paper number  2100231,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100231) @2021
Authors:   Revathi Pallakonda, Dr., Suneetha Devi Kanala, Dr., Ravi Penjerla, Dr.
Keywords:   Evapo-transpiration, Effective rainfall, Water requirement, Percolation, Drums and Rice
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Paper #   2100237   Object detection technique applied to cattle production sites– Identifying individual Japanese black cows –
Citation:  Paper number  2100237,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100237) @2021
Authors:   Shinsuke Konno, Tomohiro Mori, Ken-ichi Horiguchi, Mitsuhiko Katahira
Keywords:   individual identification, Japanese black cow, object detection
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Paper #   2100239   Design and Analysis of Tulip Bulb Buds Correcting Device
Citation:  Paper number  2100239,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100239) @2021
Authors:   Jinpeng Diao, Yan Yang, Xiteng Zheng, Yu Chen
Keywords:   agricultural machinery, design, simulate and analyze, tulip bulb buds correcting device.
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Paper #   2100241   Thermal Properties of Concrete Slats During Preheating of Empty Swine Facilities
Citation:  Paper number  2100241,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100241) @2021
Authors:   Suzanne M Leonard, Brett C Ramirez, Sara E Weyer
Keywords:   Grow-finish, heat transfer, piglets
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Paper #   2100242   Household forage harvester
Citation:  Paper number  2100242,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100242) @2021
Authors:   Xiang Yuan, Yong Decheng Wang, Jing Lin
Keywords:   Key words: animal husbandry, forage, forage machinery, forage harvester
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Paper #   2100243   Analysis of starch gelatinization characteristics by rapid viscometer
Citation:  Paper number  2100243,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100243) @2021
Authors:   Xiang Yuan, Decheng Wang, Haifeng Zhang
Keywords:   Key words: gelatinization curve, rapid viscosity analyzer, sorghum, barley, wheat
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Paper #   2100259   A Deep Convolutional Neural Network Based Image Processing Framework for Monitoring the Growth of Soybean Crops
Citation:  Paper number  2100259,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100259) @2021
Authors:   Nipuna Chamara A.H.M, Khalid H Alkady, Hongyu Jin, Frank Bai, Ashok Samal, Yufeng Ge
Keywords:   Crop Monitoring, Deep Convolutional Neural Network, Edge-computing, In-field, IoT, MATLAB, Phenocams
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Paper #   2100262   Evaluation of Branch Cutting Torque Requirements Intended for Robotic Apple Tree Pruning
Citation:  Paper number  2100262,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100262) @2021
Authors:   Azlan Zahid, Md Sultan Mahmud, Long He
Keywords:   Apple (Malus x domestica Borkh.), automated pruning, branch cutting, pruning dynamics, pruning end-effector.
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Paper #   2100263   Uses and Impacts of E-portfolios for Biosystems Engineering Graduates
Citation:  Paper number  2100263,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100263) @2021
Authors:   Jonathan Neal Davis, Mark Dougherty, Sarah Tyndall, Oladiran Fasina
Keywords:   E-portfolio, engineering education, biosystems graduates, biosystems careers
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Paper #   2100266   Metagenomics reveals microbiome changes with lignocellulose biomass addition in anaerobic co-digesters treating swine wastewater
Citation:  Paper number  2100266,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100266) @2021
Authors:   Megan L Boland, Jay J Cheng
Keywords:   Anaerobic digestion, biogas, lignocellulose, metagenomics, swine wastewater
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Paper #   2100267   Drying and disinfection of off-ground harvested almonds using step-down temperature hot air heating
Citation:  Paper number  2100267,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100267) @2021
Authors:   Chang Chen, Chao Liao, Ivan Wongso, Wenbin Wang, Ragab Khir Abd El Gebreil, Zhaokun Ning, Guangwei Huang, Franz Niederholzer, Luxin Wang, Zhongli Pan
Keywords:   Almonds, Off-ground harvest, Step-down temperature drying, Hot air, Disinfection, Quality assessment.
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Paper #   2100268   PVC Wall and Roof Panel Basic Properties Compared to Sheet Metal Wall and Roof Panels
Citation:  Paper number  2100268,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100268) @2021
Authors:   Arthur D. Ramthun
Keywords:   Aluminum, corrosion, density, conductivity, panel, poly-vinyl chloride, steel, tensile strength, unplasticized.
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Paper #   2100271   Long-term simulation of snow cover and potential impacts on seasonal soil frost dynamics over croplands across Canada
Citation:  Paper number  2100271,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100271) @2021
Authors:   Ziwei Li, Zhiming Qi
Keywords:   Global warming, snow depth, and soil temperature change in Canada.
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Paper #   2100272   The Nose Knows! Interactions between soil smell and soil health
Citation:  Paper number  2100272,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100272) @2021
Authors:   Darcy G Bonds, Jacek A Koziel, Baitong Chen, Christian Haffner, Hailee Christensen, Marshall McDaniel, Chumki Banik, Amy Kaleita, Adina Howe
Keywords:   Aroma, moisture, microbes, olfactometry, petrichor, sensory analyses, soil health, solid-phase microextraction, volatile organic compounds.
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Paper #   2100278   Predicting liquid dairy manure temperature during storage using machine learning and finite element analysis tools
Citation:  Paper number  2100278,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100278) @2021
Authors:   Rana A Genedy, Jactone Ogejo, Matthias Chung
Keywords:   Dairy sustainability, Heat transfer model, Dairy manure, Machine leaning, Manure storage structures
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Paper #   2100282   Low-cost and precise phenotyping using 3D point cloud reconstruction to determine plant architecture and morphology
Citation:  Paper number  2100282,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100282) @2021
Authors:   Odin Zhaowei Guo, Bo-Sen Wu, Mark Lefsrud
Keywords:   3D photogrammetry, biomass, leaf area, plant morphology, simulation.
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Paper #   2100284   Production of liquid nitrogen fertilizer by air activated plasma discharge in water
Citation:  Paper number  2100284,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100284) @2021
Authors:   Sarah Xiao Wu, Bishal Thapa, Yuan Yuan, Robinson Ndeddy Aka, Celiannie Rivera
Keywords:   Air flow rate, Liquid-phase plasma, Nitrogen fertilizer, Power consumption.
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Paper #   2100285   Continuous Production of Ethyl Ester from Corn Oil by Liquid Plasma Catalysis
Citation:  Paper number  2100285,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100285) @2021
Authors:   Muhammad Aamir Bashir, Sarah Xiao Wu, Shaobo Deng, Jun Zhu, Anilkumar Krosuri
Keywords:   Transesterification, corn oil, ethanol, liquid-phase plasma discharge, biodiesel
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Paper #   2100287   Ripeness Classification of Oil Palm Fresh Fruit Bunches Using Optical Spectrometer and Support Vector Machine
Citation:  Paper number  2100287,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100287) @2021
Authors:   Abdul Rashid Bin Mohamed Shariff, -, Nazmi - Mat Nawi, -
Keywords:   Oil palm ripeness, optical spectrometer, support vector machine, vegetation indices.
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Paper #   2100289   Kiwifruit yield estimation using deep learning and binocular stereo vision on Android smartphones
Citation:  Paper number  2100289,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100289) @2021
Authors:   Zhongxian Zhou, Longsheng Fu
Keywords:   Android; binocular stereo vision; deep learning; yield estimation
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Paper #   2100290   Optimization of nitrogen sources for the maximum production of cellulases and xylanases by Aspergillus niger strains
Citation:  Paper number  2100290,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100290) @2021
Authors:   Attia Iram, Deniz Cekmecelioglu, Ali Demirci
Keywords:   Cellulases, DDGS, Distillers’ Dried Grains with Solubles, hydrolytic enzymes, hemicellulases, Optimization, RSM, xylanases
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Paper #   2100291   Identifying Tomato Diseases from Leave Images Using Deep Convolutional Neural Networks
Citation:  Paper number  2100291,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100291) @2021
Authors:   Hsueh-Hung Cheng, Yu-Lun Dai, Chu-Ping Lin, Jin-Hsing Huang, Shih-Fang Chen, Yan-Fu Kuo
Keywords:   Deep learning, disease identification, tomato disease
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Paper #   2100292   Mineral and nitrogen source amendment for the cellulase and xylanase production by different fungal strains using DDGS as the feedstock
Citation:  Paper number  2100292,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100292) @2021
Authors:   Attia Iram, Deniz Cekmecelioglu, Ali Demirci
Keywords:   Cellulases, DDGS, Distillers’ Dried Grains with Solubles, hydrolytic enzymes, hemicellulases, xylanases.
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Paper #   2100293   Comparison of different spectral collection methods for nondestructive on-line detection of soluble solids in apple
Citation:  Paper number  2100293,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100293) @2021
Authors:   Decai Lv, Yankun Peng, Long Li
Keywords:   apple, reflection, soluble solid content, transmission, VIS/NIR spectroscopy.
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Paper #   2100294   Response of deficit irrigation on soil CO2 and N2O emissions in greenhouse tomato fields
Citation:  Paper number  2100294,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100294) @2021
Authors:   Hui Chen, Wei Liu, Zihui Shang, Yan Zhu, Huanjie Cai
Keywords:   Deficit irrigation, CO2, N2O, Tomato, Global warming potential
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Paper #   2100295   Accurate conversion method of surface bruise size in on-line detection of spherical fruit
Citation:  Paper number  2100295,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100295) @2021
Authors:   Le Liu, Yankun Peng, Long Li
Keywords:   Click here to enter keywords and key phrases, separated by commas, with a period at the end
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Paper #   2100296   Determination of oil content in peanuts based on near infrared spectroscopy
Citation:  Paper number  2100296,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100296) @2021
Authors:   Baoqiong Dai, Yankun Peng, Yali Wang
Keywords:   Multiple peanuts, near-infrared spectroscopy, oil content
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Paper #   2100297   Effect of different temperature and humidity stress combined with steaming on the quality of Poria cocos peel
Citation:  Paper number  2100297,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100297) @2021
Authors:   Wenjie Wang, Zhian Zheng, Shufeng Chen, Shanyu Wang, Andi Chen
Keywords:   Poria cocos skin; Temperature and humidity; Stress sweating; Steaming; quality.
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Paper #   2100298   Detection of salbutamol in fresh muscle based on solid SERS substrate
Citation:  Paper number  2100298,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100298) @2021
Authors:   Wenlong Zou, Yankun Peng, Qinghui Guo, Deyong Yang, Kuanglin Chao
Keywords:   surface enhanced Raman spectroscopy; solid substrate; fast detection; salbutamol; muscle tissues
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Paper #   2100299   Design of intelligent horizontal Poria cocos peeling machine
Citation:  Paper number  2100299,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100299) @2021
Authors:   Wenjie Wang, Zhian Zheng, Lei Gao, Xiongchu Zhang, Zimei Zhang, Rongyan Wang
Keywords:   Poria cocos; machine vision; peeling machine; horizontal; PLC control.
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Paper #   2100300   Nondestructive rapid detection of quality parameters of chilled ham based on visible/near infrared and hyperspectral imaging technology
Citation:  Paper number  2100300,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100300) @2021
Authors:   Renhong Zhao, Yankun Peng, Qibin Zhuang, Qinghui Guo, Fachao Jiang
Keywords:   Non-destructive testing; Visible/near infrared spectroscopy; Hyperspectral technique; Ham; Quality safety
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Paper #   2100301   Environmental impacts of E-Waste recycling in Africa
Citation:  Paper number  2100301,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100301) @2021
Authors:   Omar Hijazi, Aikins Okyere, Heinz Bernhardt
Keywords:   E-waste, environment, international frameworks, management, policy
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Paper #   2100302   Nondestructive detection of pork fat content based on hyperspectral spectroscopy
Citation:  Paper number  2100302,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100302) @2021
Authors:   Yang Li, Yankun Peng, Yongyu Li, Qibin Zhuang, Qinghui Guo
Keywords:   Pork fat content; Hyperspectral imaging; CARS; PLSR
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Paper #   2100305   Zoning and determine the best indicator of drought in southwest Iran
Citation:  Paper number  2100305,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100305) @2021
Authors:   Zohreh Khorsandi Kouhanestani, -, Farzaneh Khorsandi, yes, Farhad Mokhtari, -
Keywords:   Drought, Zoning, southwest Iran
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Paper #   2100311   Applying Deep Learning for Tiller Detection by Field Robot in Rice Cultivation
Citation:  Paper number  2100311,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100311) @2021
Authors:   Dhirendranath Singh, Shigeru Ichiura, Thanh Tung Nguyen, Mitsuhiko Katahira
Keywords:   class range, deep learning, field robot, rice, tiller detection, YOLOv4,
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Paper #   2100315   A monocular distance measurement method of orange based on the changes of target pixels
Citation:  Paper number  2100315,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100315) @2021
Authors:   Yan Li, Yingqi Li, Dingke Li, Dianzhuo Zhou, Jie Liu
Keywords:   monocular distance measurement; orange; contour occlusion; image processing
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Paper #   2100318   Extracting picking point of single ripe tomato in clustering tomatoes based on deep learning and ellipse fitting
Citation:  Paper number  2100318,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100318) @2021
Authors:   Zhichao Meng, Zenghong Ma, Pengcheng Wang, Leiying He, Xiaoqiang Du, Chuanyu Wu
Keywords:   Tomato, Ellipse fitting, Faster R-CNN, Picking point.
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Paper #   2100319   Design of a Camellia oleifera canopy shaker with elliptical trajectory excitation
Citation:  Paper number  2100319,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100319) @2021
Authors:   Tengfei Shen, Xiaoqiang Du, Zeqiang Sun, Zenghong Ma, Guofeng Zhang, Yongqing Cao, Xiaohua Yao
Keywords:   Click here to enter keywords and key phrases, separated by commas, with a period at the end
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Paper #   2100322   Acquiring navigation deviation in farmland by fusing satellite and visual information
Citation:  Paper number  2100322,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100322) @2021
Authors:   Cheng Yin, Zenghong Ma, Zeyi Tao, Xiaoqiang Du, Guofeng Zhang
Keywords:   Navigation deviation, Farmland, Satellite navigation, Visual navigation, Fusion algorithm, Validity.
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Paper #   2100323   A portable device up with finger-tip sized spectrometer to apple quality determination
Citation:  Paper number  2100323,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100323) @2021
Authors:   Hao Li, Maosheng Shen, Mengsheng Zhang, Bo Zhang, Yuge Pu, Ang Chen, Juan Zhao
Keywords:   Apple; Nondestructive testing; Portable device; Vis-NIR spectroscopy
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Paper #   2100324   Design and Simulation of a Rope-Driven End-Effector for Tomato Picking Robot
Citation:  Paper number  2100324,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100324) @2021
Authors:   Wei Zeng, Zenghong Ma, Pengcheng Wang, Xiaoqiang Du, Tengfei Shen, Chuanyu Wu
Keywords:   Rope-driven end-effector, Harvesting robot, Tomato, Mechanism design, Simulation.
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Paper #   2100325   Study on Quality Model of Apple During Controlled Atmosphere Storage Based on VIS/NIR Spectroscopy
Citation:  Paper number  2100325,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100325) @2021
Authors:   Maosheng Shen, Hao Li, Bo Zhang, Mengsheng Zhang, Yuge Pu, Ang Chen, Juan Zhao
Keywords:   Apple; Controlled atmosphere storage; NIR spectroscopy; Soluble solids content
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Paper #   2100327   Study on the physical properties of mixture of fertilizer granules and Coniothyrium Minitans of combined precision seeder for rapeseed
Citation:  Paper number  2100327,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100327) @2021
Authors:   Yitao Liao, Liping Gao, Hui Chen, Qingxi Liao, Jie Liu
Keywords:   Fertilizer granules; Coniothyrium Minitans; Mixture; Physical properties; Determination and analysis
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Paper #   2100328   Nondestructive Detection of Moldy Core in Apples Based on One-dimensional Convolutional Neural Networks
Citation:  Paper number  2100328,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100328) @2021
Authors:   Zhongxiong Zhang, Haoling Liu, Bin Li, Yuge Pu, Juan Zhao, Jin Hu
Keywords:   Apple; Moldy core; VIS/NIR Spectroscopy; 1D-CNN;
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Paper #   2100329   An automatic system for measuring canopy solar-induced chlorophyll fluorescence in the field for long-term
Citation:  Paper number  2100329,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100329) @2021
Authors:   Li Zhai, Lei Zhou, Zhengjun Qiu, Haiyan Cen
Keywords:   SIF, NDVI, photosynthesis, diurnal dynamic, seasonal dynamics, remote sensing, rice canopy
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Paper #   2100330   Structural Design and Test of Outlet on Deep Fertilizer Shovel of Combined Precision Rape Seeder
Citation:  Paper number  2100330,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100330) @2021
Authors:   Liping Gao, Yitao Liao, Qingxi Liao, Jie Liu, Hui Chen
Keywords:   Combined precision rapeseed seeder ; Deep fertilization ; Discrete element method ; Structure optimization;Particle flow;Distribution uniformity
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Paper #   2100332   Visual acquisition algorithm of current crop location information for intra-row weeding control in paddy fields
Citation:  Paper number  2100332,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100332) @2021
Authors:   Zhuolin Li, Zenghong Ma, Zeyi Tao, Xiaoqiang Du, Chuanyu Wu
Keywords:   Machine vision, information acquisition, current crop location, intra-row weeding control, paddy field.
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Paper #   2100333   Simulation of Flow Field of Air Jet Nozzle based on Fluent
Citation:  Paper number  2100333,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100333) @2021
Authors:   Ke He, Xiuzhi Luo, Qinming Sun, Shuo Zhang, Xin Gao, Xiuying Tang
Keywords:   air jet, flow field analysis, nozzle.
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Paper #   2100335   Effects of different pretreatment and modeling methods on soil moisture content detected by near infrared spectroscopy
Citation:  Paper number  2100335,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100335) @2021
Authors:   Xin Gao, Bing Lv, Ke He, Xiuying Tang
Keywords:   partial least squares; pretreatment method;Near infrared; soil water content
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Paper #   2100336   Water and fertilizer precision irrigation and environmental control system of Greenhouse
Citation:  Paper number  2100336,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100336) @2021
Authors:   Kai Wu, Bing Lu, Shuo Zhang, Shaoyun Han, Xiuying Tang
Keywords:   Water and Fertilizer Integration, Greenhouse Environmental Control, Precision Fertilization, Greenhouse Technology.
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Paper #   2100337   Research progress of pest detection technology for stored grain based on odor-biotechnology
Citation:  Paper number  2100337,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100337) @2021
Authors:   Shaoyun Han, Shuo Zhang, Kai Wu, Xiuying Tang, Yang Xu
Keywords:   technology integration, odor analysis, biosensor, Internet technology.
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Paper #   2100338   Development of Peanut Moldy Odour Information Acquisition System based on MOS Gas Sensor Array
Citation:  Paper number  2100338,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100338) @2021
Authors:   Shuo Zhang, Kefei Yang, Shaoyun Han, Kai Wu, Qinming Sun, Xin Gao, Xiuying Tang
Keywords:   MOS Gas Sensor Array, Peanut Moldy Odour, Hardware Platform, Control Software
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Paper #   2100339   Design and experiment of an automatic separating and embedding machine for rice potted-seedling tray
Citation:  Paper number  2100339,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100339) @2021
Authors:   Zeqiang Sun, Xiaoqiang Du, Cheng Yin, Tengfei Shen, Yaxin Yu, Jianneng Chen
Keywords:   Rice potted-seedling tray; Separating mechanism; Embedding mechanism; Full automatic rice potted-seedling production line
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Paper #   2100341   Research on cross-ridge mobile robot combining autonomous navigation and computer vision for transplantation of seedlings
Citation:  Paper number  2100341,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100341) @2021
Authors:   Yuhao Zhu, Jiping Fan, Xiangqian Dong, Xiteng Zheng, Yu Chen
Keywords:   finite state machine (FSM), OpenCV, agriculture robot.
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Paper #   2100344   A kind of mobile roof snow removal device
Citation:  Paper number  2100344,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100344) @2021
Authors:   Shuai Li, Yuting Chen, Yingxiao Pan, Xiaolong Liu
Keywords:   Roof snow removal; Snow removal device; Mobile roof snow removal device
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Paper #   2100345   The recognition of Gastrodia elata variants based on machine vision
Citation:  Paper number  2100345,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100345) @2021
Authors:   Zimei Zhang, Zhian Zheng, Andi Chen, Shanyu Wang, Yiyao Xu
Keywords:   Different variants; Features extraction; Gastrodia elata; Image recognition; Support vector machine.
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Paper #   2100347   Development of a Seed Treatment Technique for Automatic Identification of Soybean Plants
Citation:  Paper number  2100347,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100347) @2021
Authors:   Ji Sheng, Qing-Yang Huang, Wen-Hao Su
Keywords:   Crop signaling, Soybean, Seed treatment, Robot-plant interaction, Smart agriculture.
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Paper #   2100348   Rapid Assessment of Deoxynivalenol Content in Barley Using Hyperspectral imaging
Citation:  Paper number  2100348,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100348) @2021
Authors:   Wen-Hao Su
Keywords:   Hyperspectral imaging, Deoxynivalenol, Food safety, Feature variable selection, Machine learning.
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Paper #   2100355   Particulate Matter Emissions from Dairy Facilities and Cattle Feedlots in Texas- A Summer Emission update
Citation:  Paper number  2100355,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100355) @2021
Authors:   M R Habib, E J Baticados, S C Capareda
Keywords:   AERMOD, Dairy Facility and Feedlot, Drone collocation, FRM sampling, Summer PM emission.
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Paper #   2100360   Spectral response of Chlamydomonas reinhardtii using light-emitting diodes
Citation:  Paper number  2100360,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100360) @2021
Authors:   Bo-Sen Wu, Bhalamurugan Gatamaneni Loganathan, Antonio Galan, Vijaya Raghavan, Valérie Orsat, Mark Lefsrud
Keywords:   Action spectrum, algal growth, Chlamydomonas reinhardtii, LED, light intensity, wavelength.
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Paper #   2100361   A Carbon Conservation Corps to Restore Forests with Biochar Using Flame Cap Kilns
Citation:  Paper number  2100361,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100361) @2021
Authors:   Kelpie J Wilson
Keywords:   Air quality, biochar, biomass, burn pile, CCC, carbon sequestration, carbon sink, drought, emissions, flame cap kiln, flame carbonization, forest, fuels treatment, LCA, natural climate solutions, slash, smoke, thinning, vegetation management, wildfire.
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Paper #   2100367   Effects of sprayer height in center pivot system on growth of summer maize under semi-humid climates
Citation:  Paper number  2100367,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100367) @2021
Authors:   Xinrui Fan, Weixia Zhao, Jiusheng Li
Keywords:   Canopy interception; Fertigation; Fertilizer use efficiency; Sprinkler irrigation.
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Paper #   2100368   Experiment and research on the effect of cold plasma pre-sowing treatment on seed quality
Citation:  Paper number  2100368,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100368) @2021
Authors:   Jing Lin, Zhiqin Wang, Chong Li, Xiang Yuan
Keywords:   Cold plasma, Pre-broadcast processing, Germination rate.
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Paper #   2100370   Grassland soil-root complex and its research methods
Citation:  Paper number  2100370,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100370) @2021
Authors:   Xuening Zhang, Yong You, Decheng Wang
Keywords:   Grassland , Soil-root complex
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Paper #   2100371   Design of ditching machine in forage plot
Citation:  Paper number  2100371,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100371) @2021
Authors:   Hongyi Lin, Yong You, Decheng Wang
Keywords:   seeder , forage grass
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Paper #   2100373   A new extraction method of characteristic parameters related to rheological behavior based on impact deformation characteristics
Citation:  Paper number  2100373,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100373) @2021
Authors:   Xiuzhi Luo, Ke He, Xiuying Tang, Yanlei Li
Keywords:   Rheological property, Viscoelasticity, Deformation, Characteristic parameters, Extraction method, Freshness.
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Paper #   2100375   An Efficient Regulation Model of Light Environment For Greenhouse Cucumber
Citation:  Paper number  2100375,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100375) @2021
Authors:   Pan Gao, Jin Hu
Keywords:   Photosynthetic rate; support vector regression; Predictive model; light environment.
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Paper #   2100385   Simulation analysis of the influence of tire crown structure on grip performance
Citation:  Paper number  2100385,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100385) @2021
Authors:   Nan Zhang, Yong You, Decheng Wang
Keywords:   Tire grip performance, Crown structure
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Paper #   2100388   Designs of a customized active 3D scanning system for food processing applications
Citation:  Paper number  2100388,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100388) @2021
Authors:   Dongyi Wang, Mohamed Ali, James Cobau, Yang Tao
Keywords:   RGB-D, ranging imaging, active laser scanning, surface imaging, food processing automation
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Paper #   2100391   The Design And Production Experiment of Grass Braiding Forming Machine with Adaptively Feeding Device
Citation:  Paper number  2100391,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100391) @2021
Authors:   Shuai Li, Jiao Xu, Yingxue Li, Yuting Chen
Keywords:   grass braid; adaptive; device; twisting;feeding
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Paper #   2100392   Performance simulation of seed metering device based on edem
Citation:  Paper number  2100392,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100392) @2021
Authors:   Hongyi Lin, Yong You, Decheng Wang
Keywords:   Seeder, seeder
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Paper #   2100396   Numerical Simulation of Internal Flow Field in Air Suction Grafting Rootstock Clamping Device for Melon Vegetables
Citation:  Paper number  2100396,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100396) @2021
Authors:   Kang Wu, Jianzhong Lou, Chen Li, Wei Luo, Jianping Li
Keywords:   Air suction, Grafting, Rootstock, Numerical simulation.
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Paper #   2100397   Design and Experiment of Clamping Device for Grafting Rootstock of Melon Vegetables
Citation:  Paper number  2100397,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100397) @2021
Authors:   Kang Wu, Wei Luo, Jianzhong Lou, Chen Li, Jianping Li
Keywords:   Mechanical damage, Air suction Grafting, Flexible components, Orthogonal experiment.
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Paper #   2100403   High-clearance chassis design of Camellia oleifera fruit vibratory harvester
Citation:  Paper number  2100403,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100403) @2021
Authors:   Chen Ning, Yin Qian, Zhaojie Zhang, Tengfei Shen, Xiaoqiang Du, Guofeng Zhang, Anguo Hu
Keywords:   High-clearance chassis, Camellia oleifera fruit, vibratory harvester, stress, working condition
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Paper #   2100405   Study on grassland tillage
Citation:  Paper number  2100405,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100405) @2021
Authors:   Xuening Zhang, Yong You, Decheng Wang
Keywords:   Degraded grassland, Grassland tillage, Soil-root complex
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Paper #   2100415   Evaluation of different negligible drainage flux for field capacity estimation and its implication on irrigation depth for major soil types in Alabama, USA
Citation:  Paper number  2100415,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100415) @2021
Authors:   Bruno P Lena, Luca Bondesan, Brenda V Ortiz, Everton A.R. Pinheiro, Guilherme T Morata, Hemendra Kumar
Keywords:   Irrigation water use efficiency, soil hydraulic properties, soil water depletion, soil water tension.
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Paper #   2100426   A high-level task planning of autonomous robots carrying multiple herbicides and treating specific weed types
Citation:  Paper number  2100426,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100426) @2021
Authors:   Georgios Adosoglou, Seonho Park, Yiannis Ampatzidis, Panos M. Pardalosa
Keywords:   Capacitated arc routing problem, Combinatorial optimization problem, Fleets, Precision agriculture, Route planning in agriculture
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Paper #   2100427   Tractor and Machinery Instructor Training: Impact of Sequential Professional Development
Citation:  Paper number  2100427,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100427) @2021
Authors:   Rebecca G Lawver, Michael L Pate, Scott W Smalley, Dustin K Perry, Alyx Shultz
Keywords:   Assessment, Education, Farm, Instructors, Safety, Tractor, Youth
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Paper #   2100428   Plant organ segmentation from point clouds using Point-Voxel CNN
Citation:  Paper number  2100428,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100428) @2021
Authors:   Farah Saeed, Changying Li
Keywords:   Deep learning, LiDAR, Plant organ segmentation, Point cloud, PVCNN.
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Paper #   2100430   Optimization and effect of pulsed electric field processing parameters on insolubility index of reconstituted milk protein concentrate 85 (MPC85)
Citation:  Paper number  2100430,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100430) @2021
Authors:   Sonali Raghunath, Parameswaran Kumar Mallikarjunan, Tonya C Schoenfuss
Keywords:   Dairy proteins, Milk protein concentrates, Nonthermal, Pulsed electric field processing
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Paper #   2100432   Conceptual Study for a Net-Zero-Energy Poultry House in Mediterranean Climate in the USA
Citation:  Paper number  2100432,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100432) @2021
Authors:   Fermin Banuelos-Gonzalez, Nathan Shang, Roxanne Wilcox, Md Shamim Ahamed
Keywords:   net-zero energy, steady-state model, energy efficiency, and sustainability.    
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Paper #   2100437   Tree-based Deep Convolutional Neural Network for Hierarchical Identification of Low-resolution Insect Images
Citation:  Paper number  2100437,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100437) @2021
Authors:   Dan Jeric Arcega Rustia, Ya-Fang Wu, Pei-Yu Shih, Sheng-Kuan Chen, Jui-Yung Chung, Ta-Te Lin
Keywords:   insect identification, convolutional neural network, deep learning, tree-based image classification, integrated pest management
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Paper #   2100444   Scalability of Yield Monitor Data for Supporting On-Farm Research
Citation:  Paper number  2100444,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100444) @2021
Authors:   Alysa A. Gauci, Alex Lindsey, Scott A. Shearer, David Barker, Elizabeth M. Hawkins, John P. Fulton
Keywords:   On-farm research, plot size, precision agriculture, yield monitor.
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Paper #   2100453   An experimental study on GREENBOX technology: feasibility and performance
Citation:  Paper number  2100453,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100453) @2021
Authors:   Ankit Kumar Singh, Richard J. McAvoy, Boris Bravo-Ureta, Xiusheng Yang
Keywords:   agricultural facility, environmental control, GREENBOX, lettuce, urban agriculture
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Paper #   2100455   Comparison of environmental condition, productivity, and resources use between GREENBOX and Greenhouse for growing lettuce
Citation:  Paper number  2100455,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100455) @2021
Authors:   Ankit Kumar Singh, Richard J. McAvoy, Boris Bravo-Ureta, Xiusheng Yang
Keywords:   GREENBOX, greenhouse, lettuce, productivity, water use
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Paper #   2100458   Postharvest Strawberry Bruise Detection Using Deep Learning
Citation:  Paper number  2100458,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100458) @2021
Authors:   Xue Zhou, Yiannis Ampatzidis, Won Suk Lee, Shinsuke Agehara
Keywords:   Strawberry bruise detection, Deep learning, Image processing
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Paper #   2100467   Professional Development and Education: Central Asia University Partnership Program (UniCEN) between Iowa State University and Tashkent Institute of Irrigation and Agricultural Mechanization Engineers and TIIAME Bukhara Branch
Citation:  Paper number  2100467,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100467) @2021
Authors:   Jacek Koziel, Brian L. Steward, Tina A. Coffelt, Kodir Nasirovich Sabirov, Mansur Amonov
Keywords:   Click here to enter keywords and key phrases, separated by commas, with a period at the end
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Paper #   2100475   Developing a precision agriculture technology course for regions with lower technology adoption levels
Citation:  Paper number  2100475,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100475) @2021
Authors:   Sunil K Mathanker
Keywords:   Agricultural and environmental systems, course, curriculum, precision agriculture technologies, student assessment.
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Paper #   2100484   Remote-Controlled ground penetrating radar (GPR) system for tree root mapping and tree root detection
Citation:  Paper number  2100484,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100484) @2021
Authors:   Sri Charan Kakarla, Jaafar Abdulridha, Yiannis Ampatzidis
Keywords:   automation, ground penetrating radar, remote controlled, root detection, root mapping
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Paper #   2100486   Deep Learning-based Autonomous Downy Mildew Detection and Severity Estimation in Vineyards
Citation:  Paper number  2100486,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100486) @2021
Authors:   Ertai Liu, Kaitlin M Gold, David Combs, Lance Cadle-Davidson, Yu Jiang
Keywords:   computer vision, plant disease, downy mildew, machine learning, proximal sensing, vineyard management.
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Paper #   2100492   An Automated Delivery System for Therapeutic Materials Using Needle-Based Trunk Injection to Treat HLB Affected Citrus
Citation:  Paper number  2100492,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100492) @2021
Authors:   Vinay Vijayakumar, Leigh Archer, Yiannis Ampatzidis, Ute Albrecht, Ozgur Batuman
Keywords:   Bactericide, therapeutic delivery, HLB, trunk injection.
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Paper #   2100493   Prediction of Citrus Yield With AI Using Ground-Based Fruit Detection and UAV Imagery
Citation:  Paper number  2100493,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100493) @2021
Authors:   Vinay Vijayakumar, Lucas Costa, Yiannis Ampatzidis
Keywords:   Click here to enter keywords and key phrases, separated by commas, with a period at the end
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Paper #   2100495   Citrus Fruit Maturity Prediction Utilizing UAV Multispectral Imaging and Machine Learning
Citation:  Paper number  2100495,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100495) @2021
Authors:   Israel A Ojo, Lucas Costa, Yiannis Ampatzidis, Fernando Alferez, Sanjay Shukla
Keywords:   Maturity prediction, multispectral imaging, supervised machine learning, UAVs
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Paper #   2100496   Deep learning-based saliency maps for the quantification of grape powdery mildew at the microscopic level
Citation:  Paper number  2100496,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100496) @2021
Authors:   Tian Qiu, Anna Underhill, Surya Datta Sapkota, Lance Cadle-Davidson, Yu Jiang
Keywords:   Disease quantification, Explainable AI, High-throughput phenotyping, Grape powdery mildew.
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Paper #   2100511   NRCS's role in supporting Urban farming as means to a sustainable food supply
Citation:  Paper number  2100511,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100511) @2021
Authors:   Clarence Prestwich, P.E., Jon Fripp, Phuc H. Vu
Keywords:   High tunnel, urban agriculture, USDA assistance
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Paper #   2100516   Fluorescing Gel Characteristics for Use in Biosecurity Research
Citation:  Paper number  2100516,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100516) @2021
Authors:   Anna M. Warmka, Erin L. Cortus
Keywords:   Biosecurity, fluorescence, luminance.
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Paper #   2100518   Model of Estimated Energy from Bio-methane Generated with Hydraulic Fracturing Wastewater and Beef Cattle Manure
Citation:  Paper number  2100518,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100518) @2021
Authors:   Terra N. Campbell, Marty B. Rhoades, David B. Parker, Brock C Blaser
Keywords:   energy, Bio-methane, hydraulic fracturing, wastewater, beef, cattle, manute
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Paper #   2100519   Robotic Rehang with Machine Vision
Citation:  Paper number  2100519,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100519) @2021
Authors:   Tevon Walker, Konrad Jeffrey Ahlin, Benjamin Peter Joffe
Keywords:   Automation, Deep Learning, Machine Vision, Poultry, Rehang, Robotics.
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Paper #   2100522   Automation in Marine Larviculture
Citation:  Paper number  2100522,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100522) @2021
Authors:   Steven G Hall, Michael O Frinsko
Keywords:   Aquaculture, automated feeding, automation, live feed, mariculture, sustainability
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Paper #   2100523   Smart Systems to Enhance Sustainability and Add Value to Marine Aquaculture
Citation:  Paper number  2100523,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100523) @2021
Authors:   Steven G Hall, Matthew D Campbell, Vashti M Campbell, Alex Geddie, Michael O Frinsko, Marlon Greensword, Rifat Hasan, Nitesh Kasera, Charles Malveaux, Diplina Paul, Melody Thomas, Daniel Smith, Russell Smith, Sierra Young
Keywords:   Aquaculture, autonomous vehicles, automation, mariculture, value added, water quality, sustainability
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Paper #   2100525   Smart citrus tree sprayer using sensor fusion and artificial intelligence
Citation:  Paper number  2100525,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100525) @2021
Authors:   Victor Partel, Lucas Costa, Yiannis Ampatzidis
Keywords:   artificial intelligence, sensor fusion, smart machinery, spraying.
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Paper #   2100527   Drying Peanuts in a Modified Hopper-Bottom Trailer: CFD Modeling and Design
Citation:  Paper number  2100527,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100527) @2021
Authors:   Joseph S McIntyre, Christopher L Butts, Kendall Kirk, Benjamin Fogle, Aaron P Turner, Brennan E Teddy
Keywords:   Airflow, CFD, design, drying, hopper-bottom trailer, peanut
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Paper #   2100548   Fluttering leaves to quantify leaf's stiffness
Citation:  Paper number  2100548,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100548) @2021
Authors:   Matthieu Fuchs, Alireza Navid Hooshanginejad, Jisoo Yuk, Sunghwan Jung
Keywords:   Dehydration, Fluttering, Leaf Rigidity, Bio-fluid dynamics
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Paper #   2100552   Multisource Remote Sensing Field Monitoring for Improving Crop Production Management
Citation:  Paper number  2100552,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100552) @2021
Authors:   Yanbo Huang, Gary Feng, Haile Tewolde
Keywords:   Airborne Remote Sensing, Crop Field Monitoring, Crop Production Management, Multisource Remote Sensing, Satellite, Unmanned Aerial Vehicle.
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Paper #   2100555   Development and assessment of a wearable waist-assistive exoskeleton for agricultural tasks
Citation:  Paper number  2100555,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100555) @2021
Authors:   Shu-Wen Hsu, Ta-Te Lin
Keywords:   ergonomic assessment, inertial measurement unit (IMU), exoskeleton, waist assistance
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Paper #   2100556   An Unmanned Aerial Vehicle for Greenhouse Navigation and Video-Based Tomato Phenotypic Data Collection
Citation:  Paper number  2100556,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100556) @2021
Authors:   Jing-Heng Lin, Ta-Te Lin
Keywords:   automation, unmanned aerial vehicle, navigation, localization and mapping, phenotyping
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Paper #   2100557   Lightweight Cow Face Recognition Algorithm based on Few-Shot Learning for Edge Computing Application
Citation:  Paper number  2100557,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100557) @2021
Authors:   Yue-Shao Chen, Cheng-Yu Kuan, Jih-Tay Hsu, Ta-Te Lin
Keywords:   livestock monitoring, face recognition, embedded system, edge computing, few-shot learning, embedding learning
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Paper #   2100558   Smartphone-based Tool for Two-Spotted Spider Mite Detection in Strawberry
Citation:  Paper number  2100558,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100558) @2021
Authors:   Congliang Zhou, Won Suk Lee, Oscar E Liburd, Ikbal Aygun, John K Schueller, Yiannis Ampatzidis
Keywords:   Deep learning, Integrated pest management, Object detection, Smartphone application, Two-spotted spider mite, Tetranychus urticae.
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Paper #   2100559   Influence of field-specific planned driving strategies on turnaround times
Citation:  Paper number  2100559,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100559) @2021
Authors:   Matthias Stettmer, Maximilian Treiber, Valentin Heizinger, Heinz Bernhardt
Keywords:   Steering system, turning time, route planning.
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Paper #   2100566   COMPARISON OF DEEP LEARNING MODELS FOR CORN DISEASE IDENTIFICATION, TRACKING, AND SEVERITY ESTIMATION USING IMAGES ACQUIRED FROM UAV-MOUNTED AND HANDHELD SENSORS
Citation:  Paper number  2100566,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100566) @2021
Authors:   Aanis Ahmad, Dharmendra Saraswat, Aly El Gamal, Gurmukh S Johal
Keywords:   Corn Diseases, Datasets, Deep Learning, Disease Identification, Disease Spread Tracking, Image Classification, Object Detection, Severity Estimation, UAV Imagery, YOLOv4.
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Paper #   2100569   Modified forage particle sieve machine for continuous throughput of poultry feed for feed form and pellet quality studies
Citation:  Paper number  2100569,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100569) @2021
Authors:   Daniel W Hofstetter, John Boney
Keywords:   Sieve machine, separation, feed pellets, feed form, feed quality, particle size.
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Paper #   2100572   Prediction of daily reference evapotranspiration using machine learning algorithms across the central United States
Citation:  Paper number  2100572,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100572) @2021
Authors:   Sunil K Bhandari, Vahid Rahmani
Keywords:   extreme learning machine, irrigation, random forest, reference evapotranspiration.
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Paper #   2100593   A Comparison of Daily Streamflow Prediction by an Artificial Neural Network and the Soil and Water Assessment Tool (SWAT) in Two Small Watersheds in Central South Texas
Citation:  Paper number  2100593,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100593) @2021
Authors:   Xiaohan Mei, Patricia K. Smith
Keywords:   Artificial Neural Network (ANN); Soil and Water Assessment Tool (SWAT); Streamflow Modeling; Surface water hydrology
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Paper #   2100604   Experimental study on mechanical properties of sugarcane leaf
Citation:  Paper number  2100604,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100604) @2021
Authors:   Jun Qian, Shaochun Ma, Weiqing Li, Jiwei Hu, Jing Bai, Fenglei Wang
Keywords:   elastic modulus, mechanization harvesting, mechanical properties,leaf stripping.
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Paper #   2100605   Automated Size Measurement and Weight Estimation of Body-Curved Grass Carp Based on Computer Vision
Citation:  Paper number  2100605,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100605) @2021
Authors:   Congcong Lee, Jianping Li, Songming Zhu
Keywords:   Grass carp; Body-Curved; Size; Weight; Computer vision
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Paper #   2100607   Detecting Apple Trees Based on Improved YOLOv3-Tiny
Citation:  Paper number  2100607,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100607) @2021
Authors:   Yi Wei, Shaochun Ma, Yujian Xin, Jiwei Hu, Zhengliang Ding, Fenglei Wang
Keywords:   Apple tree; Object detection; Convolutional Neural Network; Machine vision
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Paper #   2100608   Remote Surveillance Video Activity Recognition Using Spatiotemporal Convolutional Neural Networks for Greenhouse Workload Analysis
Citation:  Paper number  2100608,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100608) @2021
Authors:   Liang-Chien Liu, Dan Jeric Arcega Rustia, Ta-Te Lin
Keywords:   activity recognition, spatiotemporal convolutional neural network, computer vision, deep learning, greenhouse management
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Paper #   2100611   Detection of Apple Surface Defect Based on YOLOv3
Citation:  Paper number  2100611,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100611) @2021
Authors:   Yujian Xin, Shaochun Ma, Yi Wei, Jiwei Hu, Zhengliang Ding, Fenglei Wang
Keywords:   YOLOv3; Apple defect; recognition; deep learning; Darknet-53
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Paper #   2100612   An Electro-hydraulic Height Control System for Sugarcane Basecutters
Citation:  Paper number  2100612,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100612) @2021
Authors:   Zhengliang Ding, Shaochun Ma, Fenglei Wang, Jing Bai, Haonan Xing, Xiadong Zhang
Keywords:   sugarcane; automatic adjustment of basecutter height; sugarcane harvester; under-the-ground basecutting.
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Paper #   2100613   Key technologies on crop dividers of sugarcane harvester: a review
Citation:  Paper number  2100613,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100613) @2021
Authors:   Jing Bai, Shaochun Ma, Fenglei Wang, Haonan Xing, Zhengliang Ding, Jiwei Hu
Keywords:   Sugarcane, mechanical harvesting, sugarcane harvester, crop divider.
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Paper #   2100615   Cornerstone & Community: Integrating Stormwater Education & Outreach in an Engineering Design Curriculum
Citation:  Paper number  2100615,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100615) @2021
Authors:   Monica Gray
Keywords:   ABET’s New Student Outcomes, Assessment, Complex Engineering Problems, EPA NPDES, Greatest Engineering Achievements, Key Performance Indicators, NAE’s Grand Challenges, Stormwater
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Paper #   2100617   IoT based low-cost testbed for precision indoor farming
Citation:  Paper number  2100617,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100617) @2021
Authors:   Madhu Lekha Guntaka, Dharmendra Saraswat, Petrus Langenhoven
Keywords:   Automation, edge computing, hydroponics, indoor farming, internet of things, microgreens.
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Paper #   2100619   Low-Cost Solar Collectors to Pre-heat Ventilation Air in Broiler Buildings
Citation:  Paper number  2100619,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100619) @2021
Authors:   Yi Liang, Michael Janorschke, Chad E. Hayes
Keywords:   Energy consumption, Energy efficiency, Ventilation, Solar thermal.
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Paper #   2100626   Rapid Determination of Ofloxacin Residues in Honey by Surface-Enhanced Raman Spectroscopy
Citation:  Paper number  2100626,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100626) @2021
Authors:   Shuai Yan, Yongyu Li, Yankun Peng, Shaojin Ma
Keywords:   honey; Ofloxacin; spectroscopy; surface-enhanced Raman spectroscopy
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Paper #   2100639   IMPACT OF WATER AND NITROGEN AVAILABILITY ON MAIZE EVAPOTRANSPIRATION AND SOIL WATER TRENDS UNDER HIGH FREQUENCY SPRINKLER IRRIGATION
Citation:  Paper number  2100639,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100639) @2021
Authors:   Bradley A. King, David D. Tarkalson, David L. Bjorneberg
Keywords:   Maize, Deficit irrigation, Evapotranspiration, Variable rate irrigation, Yield, Water use
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Paper #   2100641   USDA-NRCS Strategies to Address On-farm Energy Conservation
Citation:  Paper number  2100641,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100641) @2021
Authors:   Terri Ruch, PE
Keywords:   Audit, building envelope, CPS, ECO, efficiency, energy, EQIP, equipment, farmstead, lighting, TSP.
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Paper #   2100653   Development and Validation of an Animal Thermal Environment Interaction Laboratory
Citation:  Paper number  2100653,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100653) @2021
Authors:   Benjamin C. Smith, Sara E. Weyer, Brett C. Ramirez, Steven J. Hoff, Richard S. Gates
Keywords:   Commissioning, PLF, poultry, swine, ventilation
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Paper #   2100654   UAV remote sensing-based phenotyping to evaluate drought stress in turfgrass
Citation:  Paper number  2100654,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100654) @2021
Authors:   Tianyi Wang, Ambika Chandra, Meghyn Meeks, Dennis Genovesi
Keywords:   Drought stress, Machine learning, Remote sensing, Turfgrass, UAV
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Paper #   2100656   Evaluating Gas and Particulate Matter Emissions and Downwind Concentration Impacts using the EPI Air Filter Wall System
Citation:  Paper number  2100656,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100656) @2021
Authors:   Erin L Cortus, Ryan S Samuel, Xufei Yang, Robert C Thaler, Brian P Hetchler
Keywords:   Ammonia, carbon dioxide, electrostatic precipitation, hydrogen sulfide, methane, swine, windbreak wall.
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Paper #   2100657   Injuries Involving Skid Steers: What can we Learn?
Citation:  Paper number  2100657,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100657) @2021
Authors:   Serap Gorucu, Assistant Professor, Bryan Weichelt
Keywords:   Bystander, Injury, Skid Steer, Vehicle.
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Paper #   2100658   USDA’s Natural Resources Conservation Service (NRCS) response to the 2018 the Farm Bill required review of all existing national conservation practice standards
Citation:  Paper number  2100658,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100658) @2021
Authors:   William R Reck, Betsy S Dierberger, Clarence Prestwich
Keywords:   2018 Farm Bill, Conservation, Standards, NRCS
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Paper #   2100662   NRCS Response to 2020 Agricultural Production Limitations as a Result COVID-19
Citation:  Paper number  2100662,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100662) @2021
Authors:   William R Reck, Jeffrey Porter
Keywords:   COVID, Production, Animal Mortality
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Paper #   2100663   Drying Peanuts in a Modified Hopper Bottom Trailer: Evaluating Drying Performance
Citation:  Paper number  2100663,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100663) @2021
Authors:   Brennan E Teddy, Aaron P Turner, Kendall R Kirk, Benjamin Fogle, Joseph S McIntyre, Christopher L Butts
Keywords:   Computational Fluid Dynamics, CFD, Design, Drying, Hopper trailer, Moisture distribution, Peanuts, Retrofit,
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Paper #   2100667   Update on ammonia generator for maintaining a set indoor gas concentration for poultry health research
Citation:  Paper number  2100667,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100667) @2021
Authors:   Daniel W Hofstetter, Dorian Dominguez, Eileen E Fabian, Lorenzoni Gino
Keywords:   Ammonia, ammonia generator, Arduino, controls, gas sensor, MQ-137, NH3, poultry.
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Paper #   2100670   Mask R-CNN Based King Flowers Identification for Precise Apple Pollination
Citation:  Paper number  2100670,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100670) @2021
Authors:   Xinyang Mu, Long He
Keywords:   Apple flowers, Deep learning, King flowers, Object detection, Precise pollination
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Paper #   2100671   Dust generator for maintaining a set indoor airborne dust concentration for poultry health research
Citation:  Paper number  2100671,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100671) @2021
Authors:   Daniel W Hofstetter, Lorenzoni Gino, Eileen E Fabian
Keywords:   Dust generator, Arduino, dust sensor, airborne dust concentration.
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Paper #   2100677   Water reuse and sustainability with a single pond-in-pond system
Citation:  Paper number  2100677,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100677) @2021
Authors:   Clifford B. Fedler, Kushal Adhikari
Keywords:   ponds, recycle, simulation, treatment, wastewater.
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Paper #   2100684   Simulated Hands-On Laboratory Instruction for Fluid Power Systems
Citation:  Paper number  2100684,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100684) @2021
Authors:   Saxon J Ryan, Brian L Steward, Safal Kshetri
Keywords:   Hands-on learning, Distance education laboratory assignments, Fluid power education, Laboratory assignment videos, Online labs, Simulated laboratory assignments
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Paper #   2100687   Spatial Mapping Within Indoor Arenas
Citation:  Paper number  2100687,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100687) @2021
Authors:   Staci McGill, Morgan Hayes, Joshua Jackson
Keywords:   Equine, Indoor Arenas, Spatial Mapping, Spatial Variation.
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Paper #   2100688   FIELD TEST PROCEDURE FOR DETERMINING WATER DISTRIBUTION UNIFORMITY OF AN ANCILLARY CENTER PIVOT SPAN
Citation:  Paper number  2100688,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100688) @2021
Authors:   Josiah Carey, Cody Bailey
Keywords:   Center Pivot, Irrigation, Precision Irrigation, Reinke, Uniformity, Swing Arm Corner, Water Management,
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Paper #   2100692   Effects of fluidized bed dryer operating parameters on the pasting properties of rough rice
Citation:  Paper number  2100692,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100692) @2021
Authors:   Kaushik Luthra, Sammy Sadaka, Griffiths G Atungulu
Keywords:   Dehumidification, Fluidized bed, Rice drying, Rice pasting quality.
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Paper #   2100696   Development of Sensor System for the Internet of Things (IoT)-based Automated In-Field Monitoring to Support Crop Improvement Programs
Citation:  Paper number  2100696,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100696) @2021
Authors:   Worasit Sangjan, Arron Hyrum Carter, Michael O Pumphrey, Sindhuja Sankaran
Keywords:   High-throughput phenotyping, internet of things, Raspberry Pi, sensor
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Paper #   2100698   Design and test of the airflow adjustment test bench for orchard air-assisted spraying
Citation:  Paper number  2100698,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100698) @2021
Authors:   Hanjie Dou , Changyuan Zhai , Wei Zou , Xiu Wang, Liping Chen
Keywords:   orchard precision spraying; airflow adjustment; fan speed; air inlet area; deflector angle
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Paper #   2100700   Emissions of greenhouse gas and ammonia from an intensive wheat site affected by different fertilization practices
Citation:  Paper number  2100700,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100700) @2021
Authors:   Zhongkai Zhou, Dianlin Yang, Jianning Zhao, Haifang Zhang, LiLi Wang
Keywords:   Winter wheat, Fertilization management, Organic fertilizers, Carbon dioxide, Nitrous oxide, Ammonia.
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Paper #   2100703   Flood Vulnerability Assessment of Eastern North Carolina Industrial Swine Operations Using GIS Methodologies
Citation:  Paper number  2100703,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100703) @2021
Authors:   Jacqueline S Welles, John J Classen
Keywords:   Food, Vulnerability, swine, GIS methodologies, North Carolina, Industrial, Hogs
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Paper #   2100707   Simulation of milk logistics in small-structured milk production areas in southern Germany
Citation:  Paper number  2100707,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100707) @2021
Authors:   Michael Konrad Schmid, Heinz Bernhardt
Keywords:   Milk logistics, transport chains, transport costs.
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Paper #   2100735   An Optimal Network Design for Sustainable Waste-to-Energy Resource Management
Citation:  Paper number  2100735,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100735) @2021
Authors:   Tinn-Shuan Uen, Luis F Rodriguez
Keywords:   Food waste management, optimization, network design, renewable energy, resource efficiency.
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Paper #   2100738   Anchor-free deep convolutional neural network for plant and plant organ detection and counting
Citation:  Paper number  2100738,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100738) @2021
Authors:   Chenjiao Tan, Changying Li, Dongjian He, Huaibo Song
Keywords:   Anchor free, counting, deep convolutional network, detection, plant and plant organ
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Paper #   2100742   Leveraging transfer learning in ArcGIS Pro to detect “doubles” in a sunflower field
Citation:  Paper number  2100742,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100742) @2021
Authors:   N. Rai, P. Flores
Keywords:   Sunflower doubles, Transfer learning, UASs, Double detection
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Paper #   2100747   Comparative kinetic study for the conversion of lactose and whey permeate powder into 5-hydroxymethylfurfural
Citation:  Paper number  2100747,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100747) @2021
Authors:   Surabhi Pandey, Miss, Marie Josee Dumont, Dr., Valerie Orsat, Dr.
Keywords:   5-hydroxymethylfurfural; Lactose; Reaction kinetics; Simulink; Whey permeate
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Paper #   2100757   Capacity Limit of Deep Learning Methods on Scenarios of Pigs in Farrowing Pen under Occlusion
Citation:  Paper number  2100757,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100757) @2021
Authors:   Endai Huang, Axiu Mao, Maria Camila Ceballos, Thomas D. Parsons, Kai Liu
Keywords:   Computer vision, instance segmentation, object detection, occlusion, semantic segmentation.
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Paper #   2100758   Impregnation-mediated natural fortification of sliced apples with hypertonic fruit juices: mass transfer kinetics and product quality
Citation:  Paper number  2100758,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100758) @2021
Authors:   Xiaojuan Wang, Ozan Kahraman, Hao Feng
Keywords:   Apple, concentrated juices, osmotic dehydration, phenol, antioxidant.
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Paper #   2100761   Research on conversion time and reference location of canopy temperature in scaled method for variable rate irrigation
Citation:  Paper number  2100761,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100761) @2021
Authors:   Minne Zhang, Weixia Zhao, Fanyu Meng, Jiusheng Li
Keywords:   Canopy temperature; Center pivot; Infrared thermometer; Scaled method; Summer maize; Winter wheat.
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Paper #   2100765   Effects of water quality and nitrogen applied on soil salinity and cotton growth under drip irrigation in arid region
Citation:  Paper number  2100765,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100765) @2021
Authors:   Chao Ma, Jun Wang, Jiusheng Li, Yanfeng Li
Keywords:   soil salt accumulation, nitrogen uptake, brackish water, cotton, mulched drip irrigation.
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Paper #   2100766   Simulation of Optimal Irrigation Amount for Main Crops in different hydrological years of Fenxi Irrigation District, Shanxi Province, China
Citation:  Paper number  2100766,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100766) @2021
Authors:   Luchan Tian, Jun Wang, Jiusheng Li, Yanfeng Li, Xianghong Guo
Keywords:   grain crop, hydrological year, optimal irrigation, regional
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Paper #   2100767   Water and Olsen-P distribution as affected by phosphate fertilizer types and emitter discharge rates from a point source
Citation:  Paper number  2100767,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100767) @2021
Authors:   Zhen Wang, Yanhong Guo, Jiusheng Li
Keywords:   phosphorus, fertigation, emitter discharge rate.
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Paper #   2100768   Identification of Appropriate Size and Operating Parameters of Recirculating Paddy Dryer for Major and Husking Rice Mill of Bangladesh
Citation:  Paper number  2100768,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100768) @2021
Authors:   Chayan Kumer Saha, Surajit Sarkar
Keywords:   Capacity utilization, Exposure time, Hot air temperature, Paddy dryer, Rice mill
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Paper #   2100776   Present Status of Appropriate Scale Mechanization in Selected Villages of Southern Delta of Bangladesh
Citation:  Paper number  2100776,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100776) @2021
Authors:   Md. Monjurul Alam, Chayan Kumer Saha, Surajit Sarkar, Prasanta Kumar Kalita
Keywords:   Mechanization, Evaluation, Rice Transplanting, Harvesting, Conservation Agriculture
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Paper #   2100777   Experimental Study on Seeding Wheat Performance of the Wide Planter Pneumatic Seeding System
Citation:  Paper number  2100777,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100777) @2021
Authors:   Yanjun Li, Lijing Liu, Jin Chen, Jinhui Zhao, Shuzhe Yu, Chao Ma
Keywords:   pneumatic seeding,seeding system,seeding performance,experiment.
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Paper #   2100778   Test and Analysis of Corn Threshing Performance Based on the Method of First Discretization and Then Threshing
Citation:  Paper number  2100778,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100778) @2021
Authors:   Shi Xiong, Huijuan Bai, Kang Niu, Liming Zhou, Shenghe Bai, Xinping Li, Yazhou Wen
Keywords:   Key words: Corn, Threshing method, High-speed photography, Threshing performance
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Paper #   2100779   RTK—UAV monitoring of oat cover crop termination by a straight-bar roller-crimper amid weeds
Citation:  Paper number  2100779,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100779) @2021
Authors:   Muhammad Zakaria Hossain, Masakazu Komatsuzaki
Keywords:   Dry biomass, load cell, photogrammetry, VARI, Zadok scale.
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Paper #   2100788   Development of the integrated control system for an intelligent agricultural vehicle
Citation:  Paper number  2100788,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100788) @2021
Authors:   Wonjae Cho, Kazunobu Hayashi, Yusuke Takahashi, Nang Van Nguyen, Kota Motobayashi
Keywords:   Intelligent Agricultural Vehicle, Integrated Control System, Obstacle Detection, Path Planning, Remote Monitoring, Robot Operating System, Self-Localization, Sensor Processing, 2D/3D Mapping
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Paper #   2100789   Design and test of closed-loop fertilizer control system based on PID
Citation:  Paper number  2100789,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100789) @2021
Authors:   Yihao Liu, Hui Wang, Liming Zhou, Huijuan Bai, Lili Wang, Hanlu Jiang, Gaoyong Xing
Keywords:   Precision agriculture;Precision fertilization;PID;Closed-loop control
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Paper #   2100791   Comparing Machine Learning Techniques for Throughput Estimation using Partial Data
Citation:  Paper number  2100791,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100791) @2021
Authors:   Steffen Schwich, Jan Schattenberg, Dr.-Ing., Ludger Frerichs, Prof. Dr.
Keywords:   Deep-Learning, LSTM, Machine Learning, Yield Estimation, Throughput
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Paper #   2100797   Quality evaluation method of green grass braid and design of special fixture
Citation:  Paper number  2100797,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100797) @2021
Authors:   Shuai Li, Lan Zhang, Han Hu, Yuting Chen
Keywords:   braided grass system; performance index; strength of extension
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Paper #   2100800   Effects of Novel Infrared Heat Treatments and Tempering on Rice Pasting Properties
Citation:  Paper number  2100800,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100800) @2021
Authors:   Abass A Oduola, Griffiths G Atungulu
Keywords:   Infrared, Intensities, Pasting properties, Rice, Tempering, Wavelength.
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Paper #   2100802   Understanding the influence of pressure assisted thermal sterilization on metal-oxide coated polymer films
Citation:  Paper number  2100802,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100802) @2021
Authors:   Ashutos Parhi, Juhi Patel, Shyam S. Sablani
Keywords:   Food packaging, HPP, oxygen indicator, Shelf-life
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Paper #   2100803   Broilers’ weight estimation through depth image analysis
Citation:  Paper number  2100803,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100803) @2021
Authors:   Luana Maria Benicio, Késia O.S Miranda, Tami Brown Brandl, Joseph L. Purswell, Sudhenu Raj Sharmab, Isabella C.F. S. Condotad
Keywords:   Depth sensor, image processing, real-time monitoring.
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Paper #   2100807   ARTIFICIAL INTELLIGENCE APPLIED TO AGROECOLOGY: A MODEL FOR BRAZILIAN TERRITORY
Citation:  Paper number  2100807,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100807) @2021
Authors:   Matheus Alves Sasso, Paula Dornhofer Paro Costa
Keywords:   agroecology, artificial-intelligence, big-data,species-distribution-model
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Paper #   2100814   Modeling and Simulation of Sugarcane Chopper Harvester Extractor
Citation:  Paper number  2100814,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100814) @2021
Authors:   Weiqing Li, Shaochun Ma, Haonan Xing, Jun Qian, Jiwei Hu, Fenglei Wang
Keywords:   Impurity rate, Discrete element modeling, Segmented flexible model, Operation mechanism
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Paper #   2100815   Deep Learning Artificial Neural Networks for Detection of Fruit Maturity Stage in Wild Blueberries
Citation:  Paper number  2100815,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100815) @2021
Authors:   Craig B MacEachern, Travis J Esau, Arnold W Schumann, Patrick J Hennessy, Qamar U Zaman
Keywords:   App, fruit, quality, ripeness, YOLO.
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Paper #   2100818   Transfer of a calibration model from a benchtop to a handheld NIR spectrometer to predict nitrogen content of warm-season forage
Citation:  Paper number  2100818,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100818) @2021
Authors:   Isaac R Rukundo, Mary-Grace C Danao, Robert B Mitchell, Curtis L Weller
Keywords:   Feed; PLS regression; modeling; portable spectroscopy; quality; screening
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Paper #   2100821   Swine Carcass Characterization Exposed to a Small-scale Desiccation Environment
Citation:  Paper number  2100821,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100821) @2021
Authors:   Sara E. Weyer, Brett C. Ramirez, Daniel S. Andersen, Benjamin C. Smith
Keywords:   carcass, disposal, in-barn, leachate, pig.
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Paper #   2100830   Efficiency analysis of machine learning models for simulating nitrate movement in soils from Illinois State
Citation:  Paper number  2100830,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100830) @2021
Authors:   João Vitor Moreira Nicoletti, Jarbas Honorio de Miranda, Richard Cooke, Laura E Christianson, Luciano Alves de Oliveira
Keywords:   1. Computational modeling; 2. Environmental contamination modeling; 3. Soil nitrate dynamics; 4. Soil solutes dynamics; 5. Water soil engineering.
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Paper #   2100831   In-Field Apple Size and Location Tracking Using Machine Vision to Assist Fruit Thinning and Harvest Decision-Making
Citation:  Paper number  2100831,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100831) @2021
Authors:   Omeed Mirbod, Daeun Choi, Paul H Heinemann, Long He, James R Schupp
Keywords:   Camera Pose Estimation, Feature Matching, Apple Fruit Thinning, Precision Agriculture, Stereo Vision
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Paper #   2100843   Graph Neural Networks for Plant Organ Tracking
Citation:  Paper number  2100843,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100843) @2021
Authors:   Daniel J Petti, Changying Li
Keywords:   High-Throughput Phenotyping, Machine Vision, Graph Neural Network, Convolutional Neural Network, Multi-Object Tracking
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Paper #   2100847   Phenotyping of Pine Tree Architecture with Stereo Vision and Deep Learning
Citation:  Paper number  2100847,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100847) @2021
Authors:   Mousumi Akter, Nariman Niknejad, Yin Bao, Rafael Bidese Puhl, Kitt Payn, Jingyi Zheng
Keywords:   Deep Learning, Instance Segmentation, Loblolly Pine, Phenotyping, Stereo Matching, Tree Architecture
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Paper #   2100848   Capturing the Downstream Fining Pattern by Stream Orders in the Contiguous U.S.
Citation:  Paper number  2100848,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100848) @2021
Authors:   Dawit M Asamen, Manoj K Jha, Peter Allen, Jeffery G Arnold, Michael J White
Keywords:   Contiguous U.S., Downstream fining, Median grain size, Stream order.
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Paper #   2100850   Wooden Cribbed Grain Storage Elevator and Annex General History, Structural Design, Materials and Construction with Guidelines for Inspection and Evaluation of Wear and Damages for Repair, Modernization, Re-purposing or Demolition Considerations
Citation:  Paper number  2100850,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100850) @2021
Authors:   Rodney Nohr, PE
Keywords:   Annex, Bin, Cribbed, Demolition, Elevator, Evaluation, Grain, Inspection, Repair, Repurpose, Storage, Structural Design, Wood
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Paper #   2100856   Monitoring Broiler Group Distribution Index with the Machine Vision-Based Technology
Citation:  Paper number  2100856,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100856) @2021
Authors:   Yangyang Guo, Lilong Chai
Keywords:   Broiler chicken; animal health and welfare; group behaviors; precision farming
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Paper #   2100865   Development of Convolutional Neural Network Based Models for the Prediction of Specialty Coffee Aroma Using Gas Chromatography-Mass Spectrometry
Citation:  Paper number  2100865,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100865) @2021
Authors:   Tzu-Kuan Yu, Yu-Tang Chang, Shu-Ping Hung, Juin-Ming Lu, Jia-Hung Peng, Shih-Fang Chen
Keywords:   Specialty coffee, Aroma prediction, Machine learning, Convolution neural network, Gas chromatography-mass spectrometry
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Paper #   2100868   Application of Mask Region-based Convolutional Neural Network on Asparagus Growth Identification
Citation:  Paper number  2100868,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100868) @2021
Authors:   Hsien-Feng Hsiung, Shih-Yu Lee, Jen-Cheng Wang, Joe-Air Jiang, Li-Yu Daisy Liu, Ming-Hsien Hsieh, Shih-Fang Chen
Keywords:   Asparagus, computer vision, deep neural network, web application
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Paper #   2100870   Application of Convolutional Neural Networks on the Development of Plant-Parasitic Nematode Image Identification System
Citation:  Paper number  2100870,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100870) @2021
Authors:   Hsien-Hua Lai, Yu-Tang Chang, Jiue-In Yang, Shih-Fang Chen
Keywords:   Plant-parasitic nematode, deep learning, region-based convolutional neural network
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Paper #   2100872   Application of Region-based Convolution Neural Network on Tea Diseases and Harming Insects Identification
Citation:  Paper number  2100872,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100872) @2021
Authors:   Xue-Ming Chen, Chuan-Che Lin, Shiou-Ruei Lin, Shih-Fang Chen
Keywords:   Tea disease, foliar lesion, lesion identification, deep learning, Faster R-CNN, Cascade R-CNN
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Paper #   2100876   Effect of Shape and Orientation on the Thermal Performance of Greenhouses in the Western USA
Citation:  Paper number  2100876,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100876) @2021
Authors:   Brenna Gracely, Kathryn Tarver, Hannah Josifek, Md Shamim Ahamed
Keywords:   greenhouse shape, orientation, thermal model, energy efficiency, heating loads, and cooling loads.    
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Paper #   2100877   Internet of Things (IoT)-Based Precision Irrigation With LoRaWAN Technology Applied to Vegetable Production
Citation:  Paper number  2100877,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100877) @2021
Authors:   Haozhe Zhang, Long He, Francesco Di Gioia, Daeun Dana Choi, Paul Heinemann
Keywords:   IoT, LoRaWAN, precision irrigation, vegetables.
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Paper #   2100880   Influence of Boom Height on the Drift of Agricultural Sprays in a Low Speed, Recirculating Wind Tunnel
Citation:  Paper number  2100880,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100880) @2021
Authors:   Steven A Fredericks, Elizabeth R Alonzi
Keywords:   Air Sampling, Boom Height, Spray Drift, Wind Tunnel
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Paper #   2100881   Paddlewheel Water Mixing in Split Ponds Used for Catfish Production
Citation:  Paper number  2100881,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100881) @2021
Authors:   David E Brune, Gregory Schwartz, Brian Ott
Keywords:   Algae Culture, Aquaculture, Mixing, Partitioned Aquaculture, Split Ponds, Water Quality,
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Paper #   2100886   Phosphorus Variability in the Irrigated Cropland During a growing season
Citation:  Paper number  2100886,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100886) @2021
Authors:   Hemendra Kumar, Puneet Srivastava, Jasmeet Lamba, Brenda V. Ortiz, Thomas R Way, Laljeet Sangha, Bijoychandra S. Takhellambam, Guilherme Morata
Keywords:   Corn, Growing season, Irrigation, phosphorus, management zones
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Paper #   2100888   Cost assessment of centralizing a swine manure and corn stover co-digestion system for biogas production
Citation:  Paper number  2100888,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100888) @2021
Authors:   Gabrielle M Myers, Daniel S Andersen, D. Raj Raman
Keywords:   Anaerobic digestion, manure, swine, bioenergy, renewable fuels
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Paper #   2100889   Evaluation of soil-tire interface pressure distributions and areas resulting from various tire and track technologies and configurations
Citation:  Paper number  2100889,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100889) @2021
Authors:   Md. Rayhan Shaheb, Andrew Klopfenstein, Ryan W. Tietje, Christopher R. Wiegman, Claudia Di Dio, Alberto Scarfagna, Kevin Herink, Norberto Herbener, Scott A. Shearer
Keywords:   Agricultural tires, electronic scanner (sensor), soil-tire interface, contact pressure distribution, tire footprint.
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Paper #   2100897   Machine vision approach to assessing postharvest quality of cucumbers during storage
Citation:  Paper number  2100897,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100897) @2021
Authors:   Ayesha Sarker*, Tony E. Grift
Keywords:   Image processing, color change, damage progression, principal component analysis, color space.
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Paper #   2100901   ANALYTICAL MODELING SOIL REACTION FORCES ON ROTARY TILLER
Citation:  Paper number  2100901,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100901) @2021
Authors:   Bakhadir Mirzaev, Brian Steward, Farmon Мамаtov, Mehari Tekeste, Mansur Amonov
Keywords:   modeling, reaction force, rotary tiller, tine, soil properties
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Paper #   2100906   Agricultural Development and Machinery Usage in Uzbekistan
Citation:  Paper number  2100906,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100906) @2021
Authors:   Mansur O. Amonov, Brian L. Steward, Bakhadir S. Mirzaev, Farmon M. Mamatov
Keywords:   Agricultural development, machinery usage, challenges, Uzbekistan.
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Paper #   2100910   Assessing Youth Safety Knowledge through the Agriculture Experience Tracker (AET)
Citation:  Paper number  2100910,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100910) @2021
Authors:   Scott W Smalley, Dustin K Perry, Rebecca G Lawver, Michael L Pate, Alyx Shultz, Roger Hanagriff, Clay Ewell
Keywords:   Assessment, Education, Safety, School-based Agriculture Education, Supervised Agricultural Experience, Youth.
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Paper #   2100926   Effect of biochar additive in torrefied biomass: energy consumption, mass yield, grinding performance, and thermochemical properties
Citation:  Paper number  2100926,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100926) @2021
Authors:   Obiora S Agu, Lope G Tabil, Edmund Mupondwa, Duncan Cree, Bagher Emadi
Keywords:   Biochar, microwave torrefaction, camelina straw, switchgrass, elemental composition
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Paper #   2100932   Thermodynamics online: A multi-method exploration of student perception
Citation:  Paper number  2100932,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100932) @2021
Authors:   Turhan K. Carroll, Tara G. Wilson, Ashley N. Venturini, Jacqueline Wilder, Ann D Christy
Keywords:   Concept Inventory. Distance asynchronous and synchronous education. Emergency eLearning during COVID pandemic. Virtual engineering education.
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Paper #   2100934   Growth and nutrient removal efficiency of duckweed in beef feedlot runoff in laboratory and greenhouse conditions 
Citation:  Paper number  2100934,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100934) @2021
Authors:   Jacob L Richardson, Andrea M Harris, Mara Zelt, A. M. Schmidt
Keywords:   Beef Feedlots, Duckweed, Nutrient Efficiency, Runoff Treatment, Wastewater Treatment
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Paper #   2100942   A Video Processing Pipeline for Equine Biomechanical Parameters Extraction and Gait Analysis
Citation:  Paper number  2100942,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100942) @2021
Authors:   Vinika Gupta, Ariana West, Yin Bao, Samantha A Brooks, Elizabeth A Staiger
Keywords:   Click here to enter keywords and key phrases, separated by commas, with a period at the end
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Paper #   2100956   In Vitro Evaluation of Antibacterial and Antioxidative Activity of Two Northern Alabama Hemp (Cannabis sativa L) varieties
Citation:  Paper number  2100956,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100956) @2021
Authors:   Aaron L Dudley, Lamin M Kassama, Armitra Jackson-Davis, Ernst Cebert, Anwar Mohammed
Keywords:   Antimicrobial, Antioxidative, BioScreen C, CBD, Disc Diffusion, DPPH.
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Paper #   2100960   Ultrasonication and Compositional Effect on Morphology and Encapsulation Efficiency of Curcumin Loaded in PLA
Citation:  Paper number  2100960,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100960) @2021
Authors:   Edwin O Ochieng, Anwar U Mohammed, Lamin S Kassama
Keywords:   Curcumin, Nanoparticle, PLA, Ultrasonication
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Paper #   2100969   Effect of Conventional Heat and Microwave Pasteurization on Rheological Behavior of Lycopene Nanoemulsion
Citation:  Paper number  2100969,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100969) @2021
Authors:   Mohammad Anwar Ul Alam, Lamin Kassama
Keywords:   Microwave, pasteurization, rheological behavior, lycopene, nanoemulsion
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Paper #   2100995   Configuration of an Atmospheric Cold Plasma System for the Pasteurization of Bovine Milk
Citation:  Paper number  2100995,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202100995) @2021
Authors:   Gretchen Anne Gustafson, Parameswaran Kumar Mallikarjunan, PhD
Keywords:   Cold plasma, atmospheric pressure plasma jet, milk, pasteurization, microbial inactivation.
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Paper #   2101006   Categorization and Analysis of Past Farm Fatality Incidents to Inform Autonomous Machine Design and Risk Analysis
Citation:  Paper number  2101006,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101006) @2021
Authors:   Kelly Sandner, John Shutske, Luke Powers
Keywords:   Agriculture, Autonomous, CDC, FACE, Hazard Analysis, NIOSH, Risk Assessment, Safety, Tractors
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Paper #   2101008   Risk assessment of heavy metal accumulation in soil and plant system irrigated with municipal wastewater.
Citation:  Paper number  2101008,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101008) @2021
Authors:   Chandran S, Associate Professor, Thiruchelve S. R., Research Scholar, Mohan S,  Institute Chair Professor , Gunasekaran Sundaram, Professor, Karthikeyan K.G., Professor, Kumar Veluswamy, Former Professor & Head
Keywords:   Wastewater reuse, Pollution Load Index, Bioconcentration factor, Daily Intake of Metals
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Paper #   2101012   Groundwater quality assessment for drinking and irrigational purposes in a wasteland region, Tamil Nadu, India
Citation:  Paper number  2101012,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101012) @2021
Authors:   Chandran S, Associate Professor, Thiruchelve S. R., Senior Research Fellow, Kumar Veluswamy, Former Professor & Head
Keywords:   Groundwater, Piper plot, WQI, IWQI
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Paper #   2101035   Spatial and Temporal Patterns of PFAS Occurrence at a Wastewater Beneficial Reuse Site in Central Pennsylvania
Citation:  Paper number  2101035,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101035) @2021
Authors:   Olivia Mroczko, Heather E Preisendanz, Christopher Wilson, Tamie L Veith, Michael L Mashtare, John E Watson, Herschel A Elliott
Keywords:   Beneficial re-use, emerging contaminants, groundwater, PFAS, wastewater, water quality.
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Paper #   2101044   Sensor-based Irrigation of Maize and Soybean in East-Central Nebraska under a Sub-Humid Climate
Citation:  Paper number  2101044,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101044) @2021
Authors:   Jasreman Singh, Derek M. Heeren, Yufeng Ge, Geng Bai, Christopher M. U. Neale, Mitchell S. Maguire, Sandeep Bhatti
Keywords:   Crop Water Stress Index, Decision Support System, Irrigation Water Use Efficiency, Root Zone Water Depletion, Sub-Humid Environment, Uniform Irrigation.
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Paper #   2101065   Fire Effects on Evapotranspiration in the Upper Rio Grande Basin using Landsat-based SSEBop
Citation:  Paper number  2101065,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101065) @2021
Authors:   Kyle R. Mankin, Rhythm Patel
Keywords:   Actual evapotranspiration, Operationalized Simplified Surface Energy Balance model, source-water hydrology, sub-alpine forest, wildfire.
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Paper #   2101066   Brand classification and storage time prediction of commercial infant milk formula powder using NIR spectroscopy and chemometrics
Citation:  Paper number  2101066,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101066) @2021
Authors:   Renxi Kang, Xiao Wang, Lisa E Henihan, Colm P O’Donnell
Keywords:   brand classification, chemometrics, commercial infant milk formula (CIMF) powder, near infrared spectroscopy (NIRS), storage time prediction.
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Paper #   2101074   Simulating Hydrologic Effects of Fire in a Small, Sub-alpine Watershed in New Mexico using AgES
Citation:  Paper number  2101074,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101074) @2021
Authors:   Kyle R. Mankin, Ryan Wells, Holm Kipka, Timothy R. Greene
Keywords:   Agricultural Ecosystems Services model, landscape change, runoff change, surface hydrology, wildfire.
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Paper #   2101077   LIGHT INTENSITY REDUCTION EFFECTS ON GROWTH AND YIELD OF AMARANTHUS HYBRIDUS UNDER IRRIGATION SCHEDULING
Citation:  Paper number  2101077,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101077) @2021
Authors:   Temitayo Abayomi Ewemoje, Prof., Habeeb Adedotun Alabi, Engr., David Adewale Ajekiigbe, Mayowa Emmanuel Salawu, Samuel Adeyemi Bamidele, Busayo Samuel Ayeni
Keywords:   Amaranthus hybridus yield, Irrigation scheduling, Light intensity, Tropical environment
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Paper #   2101080   Infield peanut pod counting using deep neural networks for yield estimation
Citation:  Paper number  2101080,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101080) @2021
Authors:   Rafael Bidese Puhl, Yin Bao, Alvaro Sanz-Saez, Charles Chen
Keywords:   Deep learning, instance segmentation, phenotyping, peanuts, yield estimation
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Paper #   2101082   Machine Learning Methods for Predicting Site-Specific Profitability from Sensor-Based Nitrogen Applications
Citation:  Paper number  2101082,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101082) @2021
Authors:   Chunxia Wu, Joe Luck, Laura Thompson, Laila Puntel, Samantha Teten
Keywords:   machine learning, Marginal Net Return (MNR), precision agriculture, SENSE profitability, sensor-based nitrogen application
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Paper #   2101083   TECHNICAL AND ECONOMIC FEASIBILITY OF THE ANTICIPATED HURL FERTILIZATION IN THE BEAN SOWING LINE CONSIDERING DIFFERENT CROPPING SYSTEMS
Citation:  Paper number  2101083,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101083) @2021
Authors:   Carlos Eduardo Silva Volpato, Ronald Leite Barbosa, Márcia Eduarda Amâncio
Keywords:   fertilization systems, fuel consumption, soil tillage.
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Paper #   2101086   EFFECTS OF LIGHT INTENSITY REDUCTION ON GROWTH AND YIELD OF JUTE MALLOW (CORCHORUS OLITORIUS) UNDER DIFFRENET IRRIGATION SCHEDULING
Citation:  Paper number  2101086,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101086) @2021
Authors:   Temitayo Abayomi Ewemoje, Prof., Habeeb Adedotun Alabi, Engr., Isaac Oladeji Lebi, Afeez Adewale, Sefiu Abiodun Tiamiyu, Joshua Oluwadamilare Oyelayo
Keywords:   Corchorus olitorius, Crop growth, irrigation scheduling, Jute mallow, Light intensity reduction.
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Paper #   2101104   BRDF effect in UAV remote sensing and empirical improvement methods: A case study of cotton root rot identification
Citation:  Paper number  2101104,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101104) @2021
Authors:   Tianyi Wang, John Alex Thomasson
Keywords:   BRDF; cotton root rot; classification; denoise; PCA; Remote sensing; UAV
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Paper #   2101109   Design and Simulation of taking-putting seedling manipulator of plug seedling transplanter
Citation:  Paper number  2101109,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101109) @2021
Authors:   Wang Peng, Zhang Xiuhua, Huang Fukun, Huang Shuo, Jing Maokai
Keywords:   Discrete element, Finger shovel manipulator, Mechanical property, Seedling picking manipulator, Transplant.
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Paper #   2101111   Design of Movable Plug Seedling Seeder for Greenhouse Vegetables
Citation:  Paper number  2101111,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101111) @2021
Authors:   Jing Maokai, Miao ingbo, Zhang Xiuhua, Yuan Yongwei, Wang peng, Yang Shuhua
Keywords:   Facility vegetables, Plug seedling, Planter, Response surface parameter optimization
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Paper #   2101112   Simulation and optimization of working parameters of stubble breaking device in two ripening area of yumai in north China
Citation:  Paper number  2101112,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101112) @2021
Authors:   Zhang Xiuhua, Wang Jingzheng, Lao Fuxing, Wang Jian, Yi Jinggang
Keywords:   Agricultural machinery, Discrete element simulation, Field experiment, The corn stubble broke down.
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Paper #   2101114   Impact of Irrigation Technologies on Withdrawals and Consumptive Use of Water
Citation:  Paper number  2101114,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101114) @2021
Authors:   Eric Wilkening, Derek M Heeren, Doug Hallum, Jennifer Schellpeper, Derrel L Martin
Keywords:   Consumptive Use, Consumptive Use Ratio, Irrigation Water Balance, Variable Rate Irrigation
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Paper #   2101116   Water sample holding times at appropriate temperature, filtering, and storage conditions for accurate analysis of soluble reactive phosphorus
Citation:  Paper number  2101116,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101116) @2021
Authors:   Zouheir Massri, Alaina Nicole Nunn, Ehsan Ghane, Alexandria Seybold, Jason R Piwarski, Jonathon Adams, Jeremiah Asher
Keywords:   Orthophosphate, soluble reactive phosphorous concentration, temporal sampling-filtering, phosphorus sorption-desorption, phosphorus storage
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Paper #   2101125   Challenges and Solutions in Designing an End-effector for Robotic Cotton Harvesting
Citation:  Paper number  2101125,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101125) @2021
Authors:   Hussein Gharakhani, J Alex Thomasson
Keywords:   Agricultural robot, Cotton harvesting, Cotton picking, End-effector
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Paper #   2101126   Enabling Visualization and Processing of Location-Based Data via OADA’s Client-Selectable Live Data Graphs
Citation:  Paper number  2101126,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101126) @2021
Authors:   Aaron J Neustedter, Tomohiro Arakawa, Yaguang Zhang, Fabio A Castiblanco, Alex Layton, Andrew Balmos, Aaron Ault, James V Krogmeier, Dennis Buckmaster
Keywords:   API, data visualization, field boundaries, GPS, precision agriculture
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Paper #   2101149   EDEM Investigation and Experimental Evaluation of Abrasive Wear Resistance Performance of Bionic Micro-thorn and Convex Hull Geometrically Coupled Structured Surface
Citation:  Paper number  2101149,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101149) @2021
Authors:   Zhihong Zhang, Guobiao Zuo, Shuaihui Gan, Zhaoyang Chen, Liangliang Zhao, Stephen Carr
Keywords:   abrasion loss, abrasive wear, bionic, EDEM, geometrical structured surface, surface morphology.
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Paper #   2101151   Characteristics of physical water quality variation under heat storage in closed saline water aquaculture ponds in the tropics
Citation:  Paper number  2101151,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101151) @2021
Authors:   Akinori Ozaki, Panitan Kaewjantawee, Nguyen Van Thinh, Masaru Matsumoto, Masayoshi Harada, Kunihiko Hamagami
Keywords:   Thermohaline convection, Thermal stratification, Salinity stratification.
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Paper #   2101162   Preliminary evaluation of a turbidity sensor-based system to monitor concentration of simulated pesticide mixture for in-line injection systems
Citation:  Paper number  2101162,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101162) @2021
Authors:   Zhihong Zhang, Heping Zhu, Zhiming Wei, Ramón Salcedo
Keywords:   concentration accuracy, in-line injection system, mixture uniformity, pesticide, turbidity sensor.
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Paper #   2101172   Design and Research on Electric Crawler Rotary Tillage and Ridging Integrated Operation Machine in Shed House
Citation:  Paper number  2101172,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101172) @2021
Authors:   Feng Xiaohui, Yi Jinggang, Wang Hainan, Ma Junyuan, Liu Huayang
Keywords:   Discrete element, Ridge, Rotary tillage, Shed, Simulation.
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Paper #   2101175   Spatiotemporal Modeling and Simulation of COVID-19 Spread in Poultry Processing Plants
Citation:  Paper number  2101175,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101175) @2021
Authors:   Olga Kemenova, Paula Gomez, Khatereh Hadi, Matthew  E  Swarts ,  
Keywords:   Architectural Analytics; Agent-based simulation; Airflow modeling; COVID-19 spread; CFD Simulation; Process modeling; Poultry Processing Spatiotemporal modelling;.  
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Paper #   2101176   Simulation of ridge leveling process based on EDEM/FEM coupling algorithm
Citation:  Paper number  2101176,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101176) @2021
Authors:   Hua Yang Liu, Jinggang Yi, Xiao Hui Feng, Qiao Yongchang
Keywords:   Flat ridge; EDEM/FEM; Discrete element; Coupling.
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Paper #   2101178   Pair Roll Type Shrimp Classifier Parameter Optimization and Testing
Citation:  Paper number  2101178,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101178) @2021
Authors:   Wang Zehe, Zhang Xiuhua, Yi Jinggang, Kong Degang, Yuan Yongwei, Ma Junyuan
Keywords:   
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Paper #   2101181   Modeling Heat and Mass Transfer Within an Eighth-scale Grain Drying System
Citation:  Paper number  2101181,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101181) @2021
Authors:   M. A. Lewis, S. Trabelsi
Keywords:   Drying modeling, Grain drying bin, Finite Difference, Heat transfer, Mass transfer, Microwave sensing, Real-time monitoring
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Paper #   2101190   Field evaluation of turn compensation feature of pulse width modulation (PWM) – equipped agricultural sprayer
Citation:  Paper number  2101190,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101190) @2021
Authors:   Jonathan V. Fabula, Ajay Sharda
Keywords:   Agricultural sprayer, application error, pulse width modulation, sprayer speed, turn compensation.
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Paper #   2101200   Variability of Gauge-Wheel Loads Resulting from a Hydraulic Downforce System and the Impacts on Corn Seeding Depth and Emergence
Citation:  Paper number  2101200,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101200) @2021
Authors:   L P Oliveira, Brenda V Ortiz, Rouverson P Silva, Thomas R Way, Thomas R Way, Mailson F Oliveira, Greg Pate
Keywords:   Machinery operational quality, Planting technology, Zea mays.
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Paper #   2101206   Variety Trial Validation: A Framework to Incorporate on-Farm Data
Citation:  Paper number  2101206,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101206) @2021
Authors:   RAUL SEBASTIAN, ROBERT G. HARDIN, EDWARD M .BARNES, JASON K WARD, WESLEY M PORTER, MICHAEL T. PLUMBLEE, JOHN D. WANJURA
Keywords:   Validation, Trial, Variety, Farm, data, framework, environment, cultivar
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Paper #   2101211   Does the Applied Gauge-Wheel Loads Have Influence on Seeding Depth and Soil Structure?
Citation:  Paper number  2101211,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101211) @2021
Authors:   L P Oliveira, Brenda V Ortiz, Rouverson P Silva, Thomas R Way, Thomas R Way, Mailson F Oliveira, Greg Pate
Keywords:   Cotton, Downforce, Planting.
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Paper #   2101215   Construction of a prototype heat pump dehydrator for mango pulp and peel
Citation:  Paper number  2101215,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101215) @2021
Authors:   Felipe J Espinoza, Ing., Fedreico F Hahn, Dr.
Keywords:   dehydrator, heat pump, temperature, time, relative humidity, air convection.
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Paper #   2101216   CHARACTERISATION AND MAPPING OF IRRIGATION WATER QUALITY IN GROUNDNUT BELT OF ERSTWHILE MAHABUBNAGAR DISTRICT OF TELANGANA USING RS & GIS
Citation:  Paper number  2101216,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101216) @2021
Authors:   Sushma Sannidi, Ms., Madhu Bindu Sahayini Guddeti, Dr., Neelima L. T., Dr., Uma Devi M., Dr.
Keywords:   EC, erstwhile Mahabubnagar, groundnut, irrigation water, Mg-Ca ratio, pH, , RSC, SAR, 2019-20
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Paper #   2101231   Issues and Opportunities for Salvaging Storm Damaged Wood
Citation:  Paper number  2101231,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101231) @2021
Authors:   Dana Mitchell, Mathew Smidt, Tim McDonald, Tom Elder
Keywords:   damage class, dry storage, hurricane, pellets, salvage logging, storm damaged timber, tornado
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Paper #   2101252   Developing an aeroponic smart experimental greenhouse for controlling irrigation and plant disease detection using deep learning and IoT
Citation:  Paper number  2101252,  2021 ASABE Annual International Virtual Meeting. (doi: 10.13031/aim.202101252) @2021
Authors:   Mohammadreza Narimani, Mr., Ali Hajiahmad, Dr., Ali Moghimi, Dr., Reza Alimardani, Dr., Shahin Rafiee, Dr., Amir Hossein Mirzabe, Mr.
Keywords:   artificial intelligence; aeroponic greenhouse; deep learning; Geranium; IoT; plant disease
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