Faculty

Institution

Unit

Venue

Bin Peng

Assistant Professor

UIUC

Affiliations

College of Agricultural, Consumer and Environmental Sciences

Crop Sciences

Department of Crop Sciences

Bin Peng is currently serving as a College Of Agricultural, Consumer And Environmental Sciences Assistant Professor at Uiuc.

Honors

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Experiences

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Education

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Bin Peng

UIUC

Assistant Professor

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earth science agricultural economics environmental science remote sensing geography agronomy sustainable agriculture precision agriculture geoscientific model development climatology climate change environmental monitoring hydrometeorology crop yields crop growth modeling soil earth observation data meteorology yield prediction land use earth observation satellite meteorology water resource management climate-smart agriculture agricultural water management atmospheric research plant soil climatic change hydrological process atmospheric measurement technique terrestrial sensing meteorological measurements agroecosystems microwave remote sensing photosynthesis geophysical research crop production earth system science digital earth production research machine learning research irrigation crop physiology soil modeling u.s. midwest biogeochemical models optical remote sensing soil moisture terrestrial ecosystem productivity climate forecasting crop ecology water stress smart agriculture carbon allocation us midwest us corn belt canopy micrometeorology plant-abiotic interaction cover crops machine learning models maize models soybean yield united states spatial resolution drought risk management drought forecasting plant stress crop improvement yield loss crop yield prediction u.s. corn belt langtang valley excessive rainfall greater yield loss wheat yield machine learning approaches hydroinformatics water quality water resources ecohydrology watershed management precision conservation hydrology hydrological modeling

Notable Scholarly Works

Notable Federal Grants

Collaborators

Aligning Satellite-Based Phenology in a Deep Learning Model for Improved Crop Yield Estimates Over Large Regions. Agricultural and Forest Meteorology (2025)

Jiaying ZhangKaiyu GuanZhangliang ChenJames HippleYizhi HuangBin PengSibo WangXiangtao XuZhenong JinKejie ZhaoMaxwell Jong

precision agriculturedeep learning modelsmart agriculturesatellite-based phenologyagronomygeographyremote sensingyield predictionsustainable agriculturecrop growth modelingagricultural economicslarge regions

A Model-Data Fusion Approach for Quantifying the Carbon Budget in Cotton Agroecosystems Across the United States. Agricultural and Forest Meteorology (2025)

Rongzhu QinKaiyu GuanBin PengFeng ZhangWang ZhouJinyun TangTongxi HuRobert GrantBenjami R K RunkleMichele RebaXiaocui Wu

precision agriculturecarbon sequestrationagroforestry systemscarbon farmingunited statesmodel-data fusion approachcarbon accountingenvironmental economicscarbon allocationcarbon budgetenvironmental scienceagricultural economics

An Upscaling Approach for Estimating Field-Level Irrigation Water Use Through the Budyko Framework. Journal of Hydrology (2025)

Jingwen ZhangKaiyu GuanMurugesu SivapalanChongya JiangMing PanBin PengWang ZhouTrenton E. FranzXiaohong ChenKairong LinZejun Li

agricultural water managementupscaling approachbudyko frameworkwater resourceswater resource managementgeographyhydrologyirrigationwater scienceagricultural economics

A Unified Framework to Reconcile Different Approaches of Modeling Transpiration Response to Water Stress: Plant Hydraulics, Supply Demand Balance, and Empirical Soil Water Stress Function. Journal of Advances in Modeling Earth Systems (2025)

Yi YangKaiyu GuanBin PengXue FengXiangtao XuMing PanBrandon P. SloanJingwen ZhangWang ZhouLingcheng LiMurugesu SivapalanElizabeth A. AinsworthKimberly A. NovickZong‐Liang YangSheng Wang

water balanceenvironmental modellingempirical approachesplant water stressearth sciencesoil dynamicssoil modelingecohydrologywater stressenvironmental scienceecologydrought

Comparing Continuous-Corn and Soybean-Corn Rotation Cropping Systems in the U.S. Central Midwest: Trade-Offs Among Crop Yield, Nutrient Losses, and Change in Soil Organic Carbon. Agriculture Ecosystems & Environment (2025)

Ziyi LiKaiyu GuanWang ZhouBin PengEmerson D. NafzigerRobert F. GrantZhenong JinJinyun TangAndrew J. MargenotDoKyoung LeeCarl J. BernacchiEvan H. DeLuciaIgnacio CiampittiTongxi HuLexuan YeJessica TillMengqi Jia

precision agriculturecrop yieldscarbon sequestrationcarbon farmingu.s. central midwestplant soilsoil organic carboncropping systemsagronomycrop rotationsustainable agriculturesoybean-corn rotationenvironmental sciencesustainable crop productionagricultural economicssoil

Embracing Large Language Model (Llm) Technologies in Hydrology Research. (2025)

Zewei MaBin PengZhenrui YueHuimin ZengMing PanXiaocui WuJie YangLiting MaiKaiyu Guan

large language modelscivil engineeringhydrological scienceswater resourceswater resource managementhydrologyhydrological modelinghydroinformatics

Evaluation of Multimodel Averaging Approaches for Ensembling Evapotranspiration and Yield Simulations From Maize Models. Journal of Hydrology (2025)

Viveka NandZhiming QiLiwang MaMatthew J. HelmersChandra A. MadramootooWard N. SmithTiequan ZhangTobias K.D. WeberElizabeth PatteyZiwei LiJiaxin WangVirginia L. JinQianjing JiangMario TenutaThomas J. TroutHaomiao ChengR. Daren HarmelBruce A. KimballKelly R. ThorpKenneth J. BooteClaudio StockleAndrew E. SuykerSteven R. EvettDavid K. BrauerGwen G. CoyleKaren S. CopelandGary W. MarekPaul D. ColaizziMarco AcutisSeyyed Majid AlimaghamSotirios ArchontoulisFaye BabacarZoltán BarczaBruno BassoPatrick BertuzziJulie ConstantinMassimiliano De Antoni MiglioratiBenjamin DumontJean-Louis DurandNándor FodorThomas GaiserPasquale GarofaloSebastian GaylerLuisa GiglioRobert GrantKaiyu GuanGerrit HoogenboomSoo-Hyung KimIsaya KisekkaJon LizasoSara MasiaHuimin MengValentina MereuAhmed MukhtarAlessia PeregoBin PengEckart PriesackVakhtang SheliaRichard SnyderAfshin SoltaniDonatella SpanoAmit SrivastavaAimee ThomsonDennis TimlinAntonio TrabuccoHeidi WebberMagali WillaumeKarina WilliamsMichael van der LaanDomenico VentrellaMichelle ViswanathanXu XuWang Zhou

model selectionmaize modelsapplied mathematicscrop yieldsyield simulationssimulation modellingagronomyyield predictionmodeling and simulationnumerical simulationsagricultural economics

Knowledge-Guided Machine Learning Captures Key Mechanistic Pathways for Better Predicting Spatio-Temporal Patterns of Growing Season N2O Emissions in the U.S. Midwest. Agricultural and Forest Meteorology (2025)

Lexuan YeLicheng LiuYufeng YangZiyi LiWang ZhouBin PengShaoming XuVipin KumarWendy H. YangJinyun TangZhenong JinKaiyu Guan

greenhouse gas emissionscarbon footprintgeoscientific model developmentglobal monitoringgreenhouse gasatmospheric environmentatmospheric researchu.s. midwestearth scienceatmospheric impact assessmentseason n2o emissionsspatio-temporal patternsenvironmental scienceclimate forecastingclimate changeair pollution climatology

Scalable Quantification of Agroecosystem Carbon Budget and Crop Yield Based on Knowledge-Guided Machine Learning. (2025)

Wang ZhouLicheng LiuKaiyu GuanZhenong JinBin PengSheng Wang

precision agriculturepredictive analyticscomputational intelligenceautomated machine learningmachine learning researchmachine learning modelssoil carbon storagecomputer sciencemachine learningdata scienceknowledge-guided machine learningknowledge discoveryagricultural economics

Supplementary Material to"Ammonia Emissions and Depositions Over the Contiguous United States Derived From Iasi and Cris Using the Directional Derivative Approach". (2025)

Zitong LiKang SunKaiyu GuanSheng WangBin PengLieven ClarisseMartin Van DammePierre-François CoheurKaren Cady-PereiraMark W. ShephardMark ZondloDaniel Moore

ammonia emissionsammoniasupplementary materialenvironmental impact of the energy industryenvironmental impact assessmentearth scienceenvironmental sciencematerial cyclesnatural gasdirectional derivative approachterrestrial geochemistry

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Bin Peng

Assistant Professor

UIUC

Affiliations

College of Agricultural, Consumer and Environmental Sciences

Crop Sciences

Department of Crop Sciences

Bin Peng is currently serving as a College Of Agricultural, Consumer And Environmental Sciences Assistant Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Bin Peng

UIUC

Assistant Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Aligning Satellite-Based Phenology in a Deep Learning Model for Improved Crop Yield Estimates Over Large Regions. Agricultural and Forest Meteorology (2025)

Jiaying ZhangKaiyu GuanZhangliang ChenJames HippleYizhi HuangBin PengSibo WangXiangtao XuZhenong JinKejie ZhaoMaxwell Jong

A Model-Data Fusion Approach for Quantifying the Carbon Budget in Cotton Agroecosystems Across the United States. Agricultural and Forest Meteorology (2025)

Rongzhu QinKaiyu GuanBin PengFeng ZhangWang ZhouJinyun TangTongxi HuRobert GrantBenjami R K RunkleMichele RebaXiaocui Wu

An Upscaling Approach for Estimating Field-Level Irrigation Water Use Through the Budyko Framework. Journal of Hydrology (2025)

Jingwen ZhangKaiyu GuanMurugesu SivapalanChongya JiangMing PanBin PengWang ZhouTrenton E. FranzXiaohong ChenKairong LinZejun Li

agricultural water managementupscaling approachbudyko frameworkwater resourceswater resource managementgeographyhydrologyirrigationwater scienceagricultural economics

Yi YangKaiyu GuanBin PengXue FengXiangtao XuMing PanBrandon P. SloanJingwen ZhangWang ZhouLingcheng LiMurugesu SivapalanElizabeth A. AinsworthKimberly A. NovickZong‐Liang YangSheng Wang

water balanceenvironmental modellingempirical approachesplant water stressearth sciencesoil dynamicssoil modelingecohydrologywater stressenvironmental scienceecologydrought

Embracing Large Language Model (Llm) Technologies in Hydrology Research. (2025)

Zewei MaBin PengZhenrui YueHuimin ZengMing PanXiaocui WuJie YangLiting MaiKaiyu Guan

large language modelscivil engineeringhydrological scienceswater resourceswater resource managementhydrologyhydrological modelinghydroinformatics

Evaluation of Multimodel Averaging Approaches for Ensembling Evapotranspiration and Yield Simulations From Maize Models. Journal of Hydrology (2025)

model selectionmaize modelsapplied mathematicscrop yieldsyield simulationssimulation modellingagronomyyield predictionmodeling and simulationnumerical simulationsagricultural economics

Lexuan YeLicheng LiuYufeng YangZiyi LiWang ZhouBin PengShaoming XuVipin KumarWendy H. YangJinyun TangZhenong JinKaiyu Guan

Scalable Quantification of Agroecosystem Carbon Budget and Crop Yield Based on Knowledge-Guided Machine Learning. (2025)

Wang ZhouLicheng LiuKaiyu GuanZhenong JinBin PengSheng Wang

Supplementary Material to"Ammonia Emissions and Depositions Over the Contiguous United States Derived From Iasi and Cris Using the Directional Derivative Approach". (2025)

Zitong LiKang SunKaiyu GuanSheng WangBin PengLieven ClarisseMartin Van DammePierre-François CoheurKaren Cady-PereiraMark W. ShephardMark ZondloDaniel Moore

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