Towards a multiscale crop modelling framework for climate change adaptation assessment B Peng, K Guan, J Tang, EA Ainsworth, S Asseng, CJ Bernacchi, ...
Nature plants 6 (4), 338-348, 2020
244 2020 Using soil library hyperspectral reflectance and machine learning to predict soil organic carbon: Assessing potential of airborne and spaceborne optical soil sensing S Wang, K Guan, C Zhang, DK Lee, AJ Margenot, Y Ge, J Peng, W Zhou, ...
Remote Sensing of Environment 271, 112914, 2022
151 2022 Assessing the benefit of satellite-based Solar-Induced Chlorophyll Fluorescence in crop yield prediction B Peng, K Guan, W Zhou, C Jiang, C Frankenberg, Y Sun, L He, P Köhler
International Journal of Applied Earth Observation and Geoinformation 90, 102126, 2020
132 2020 Sustainable irrigation based on co-regulation of soil water supply and atmospheric evaporative demand J Zhang, K Guan, B Peng, M Pan, W Zhou, C Jiang, H Kimm, TE Franz, ...
Nature communications 12 (1), 5549, 2021
105 2021 Challenges and opportunities in precision irrigation decision-support systems for center pivots J Zhang, K Guan, B Peng, C Jiang, W Zhou, Y Yang, M Pan, TE Franz, ...
Environmental Research Letters 16 (5), 053003, 2021
78 2021 Assessing the impacts of cover crops on maize and soybean yield in the US Midwestern agroecosystems Z Qin, K Guan, W Zhou, B Peng, MB Villamil, Z Jin, J Tang, R Grant, ...
Field Crops Research 273, 108264, 2021
75 2021 Quantifying carbon budget, crop yields and their responses to environmental variability using the ecosys model for US Midwestern agroecosystems W Zhou, K Guan, B Peng, J Tang, Z Jin, C Jiang, R Grant, S Mezbahuddin
Agricultural and Forest Meteorology 307, 108521, 2021
58 2021 Estimating high resolution daily air temperature based on remote sensing products and climate reanalysis datasets over glacierized basins: a case study in the Langtang Valley … W Zhou, B Peng, J Shi, T Wang, YP Dhital, R Yao, Y Yu, Z Lei, R Zhao
Remote Sensing 9 (9), 959, 2017
52 2017 Cloudy-sky land surface longwave downward radiation (LWDR) estimation by integrating MODIS and AIRS/AMSU measurements T Wang, J Shi, Y Yu, L Husi, B Gao, W Zhou, D Ji, T Zhao, C Xiong, ...
Remote Sensing of Environment 205, 100-111, 2018
51 2018 Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems L Liu, W Zhou, K Guan, B Peng, S Xu, J Tang, Q Zhu, J Till, X Jia, C Jiang, ...
Nature communications 15 (1), 357, 2024
44 2024 KGML-ag: a modeling framework of knowledge-guided machine learning to simulate agroecosystems: a case study of estimating N L Liu, S Xu, J Tang, K Guan, TJ Griffis, MD Erickson, AL Frie, X Jia, T Kim, ...
Geoscientific model development 15 (7), 2839-2858, 2022
41 2022 Evaluation of the Himawari-8 shortwave downward radiation (SWDR) product and its comparison with the CERES-SYN, MERRA-2, and ERA-interim datasets Y Yu, J Shi, T Wang, H Letu, P Yuan, W Zhou, L Hu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
41 2018 Assessing long‐term impacts of cover crops on soil organic carbon in the central US Midwestern agroecosystems Z Qin, K Guan, W Zhou, B Peng, J Tang, Z Jin, R Grant, T Hu, MB Villamil, ...
Global change biology 29 (9), 2572-2590, 2023
35 2023 Cross-scale sensing of field-level crop residue cover: Integrating field photos, airborne hyperspectral imaging, and satellite data S Wang, K Guan, C Zhang, Q Zhou, S Wang, X Wu, C Jiang, B Peng, ...
Remote Sensing of Environment 285, 113366, 2023
34 2023 Connections between the hydrological cycle and crop yield in the rainfed US Corn Belt W Zhou, K Guan, B Peng, J Shi, C Jiang, B Wardlow, M Pan, JS Kimball, ...
Journal of Hydrology 590, 125398, 2020
29 2020 Reconstructing spatial–temporal continuous MODIS land surface temperature using the DINEOF method W Zhou, B Peng, J Shi
Journal of Applied Remote Sensing 11 (4), 046016-046016, 2017
29 2017 A scalable framework for quantifying field-level agricultural carbon outcomes K Guan, Z Jin, B Peng, J Tang, EH DeLucia, P West, C Jiang, S Wang, ...
Earth-Science Reviews, 104462, 2023
28 * 2023 A generic risk assessment framework to evaluate historical and future climate-induced risk for rainfed corn and soybean yield in the US Midwest W Zhou, K Guan, B Peng, Z Wang, R Fu, B Li, EA Ainsworth, E DeLucia, ...
Weather and Climate Extremes 33, 100369, 2021
25 2021 Assessing different plant‐centric water stress metrics for irrigation efficacy using soil‐plant‐atmosphere‐continuum simulation J Zhang, K Guan, B Peng, M Pan, W Zhou, RF Grant, TE Franz, ...
Water Resources Research, e2021WR030211, 2021
23 2021 How does uncertainty of soil organic carbon stock affect the calculation of carbon budgets and soil carbon credits for croplands in the US Midwest? W Zhou, K Guan, B Peng, A Margenot, DK Lee, J Tang, Z Jin, R Grant, ...
Geoderma 429, 116254, 2023
18 2023 
Bin PengUniversity of Illinois Urbana-ChampaignEmail yang diverifikasi di illinois.edu