| 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 |
| Comparison of temporal trends from multiple soil moisture data sets and precipitation: The implication of irrigation on regional soil moisture trend J Qiu, Q Gao, S Wang, Z Su International Journal of Applied Earth Observation and Geoinformation 48, 17-27, 2016 | 110 | 2016 |
| Recent cover crop adoption is associated with small maize and soybean yield losses in the United States JM Deines, K Guan, B Lopez, Q Zhou, CS White, S Wang, DB Lobell Global change biology 29 (3), 794-807, 2023 | 106 | 2023 |
| Unmanned Aerial Vehicles in Hydrology and Water Management: Applications, Challenges, and Perspectives BS Acharya, M Bhandari, F Bandini, A Pizarro, M Perks, DR Joshi, ... Water Resources Research 57 (11), e2021WR029925, 2021 | 105 | 2021 |
| Radiance-based NIRv as a proxy for GPP of corn and soybean G Wu, K Guan, C Jiang, B Peng, H Kimm, M Chen, X Yang, S Wang, ... Environmental Research Letters 15 (3), 034009, 2020 | 101 | 2020 |
| Unique contributions of chlorophyll and nitrogen to predict crop photosynthetic capacity from leaf spectroscopy S Wang, K Guan, Z Wang, EA Ainsworth, T Zheng, PA Townsend, K Li, ... Journal of experimental botany 72 (2), 341-354, 2021 | 96 | 2021 |
| Bathymetry observations of inland water bodies using a tethered single-beam sonar controlled by an unmanned aerial vehicle F Bandini, D Olesen, J Jakobsen, CMM Kittel, S Wang, M Garcia, ... Hydrology and Earth System Sciences 22 (8), 4165-4181, 2018 | 89 | 2018 |
| Incorporating diffuse radiation into a light use efficiency and evapotranspiration model: An 11-year study in a high latitude deciduous forest S Wang, A Ibrom, P Bauer-Gottwein, M Garcia Agricultural and Forest Meteorology 248, 479-493, 2018 | 73 | 2018 |
| High spatial resolution monitoring land surface energy, water and CO2 fluxes from an Unmanned Aerial System S Wang, M Garcia, P Bauer-Gottwein, J Jakobsen, PJ Zarco-Tejada, ... Remote Sensing of Environment 229, 14-31, 2019 | 65 | 2019 |
| Trends in land surface evapotranspiration across China with remotely sensed NDVI and climatological data for 1981–2010 X Mo, S Liu, Z Lin, S Wang, S Hu Hydrological Sciences Journal 60 (12), 2163-2177, 2015 | 62 | 2015 |
| Airborne hyperspectral imaging of nitrogen deficiency on crop traits and yield of maize by machine learning and radiative transfer modeling S Wang, K Guan, Z Wang, EA Ainsworth, T Zheng, PA Townsend, N Liu, ... International Journal of Applied Earth Observation and Geoinformation 105 …, 2021 | 60 | 2021 |
| Recent rapid increase of cover crop adoption across the US Midwest detected by fusing multi‐source satellite data Q Zhou, K Guan, S Wang, C Jiang, Y Huang, B Peng, Z Chen, S Wang, ... Geophysical Research Letters 49 (22), e2022GL100249, 2022 | 57 | 2022 |
| Satellite footprint data from OCO-2 and TROPOMI reveal significant spatio-temporal and inter-vegetation type variabilities of solar-induced fluorescence yield in the US Midwest C Wang, K Guan, B Peng, M Chen, C Jiang, Y Zeng, G Wu, S Wang, J Wu, ... Remote Sensing of Environment 241, 111728, 2020 | 50 | 2020 |
| 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 | 47 | 2024 |
| Evaluation of remotely sensed precipitation and its performance for streamflow simulations in basins of the southeast Tibetan Plateau S Wang, S Liu, X Mo, B Peng, J Qiu, M Li, C Liu, Z Wang, ... Journal of Hydrometeorology 16 (6), 2577-2594, 2015 | 44 | 2015 |
| A daily, 250 m and real-time gross primary productivity product (2000–present) covering the contiguous United States C Jiang, K Guan, G Wu, B Peng, S Wang Earth System Science Data 13 (2), 281-298, 2021 | 41 | 2021 |
| Unmanned Aerial System multispectral mapping for low and variable solar irradiance conditions: Potential of tensor decomposition S Wang, A Baum, PJ Zarco-Tejada, C Dam-Hansen, A Thorseth, ... ISPRS Journal of Photogrammetry and Remote Sensing 155, 58-71, 2019 | 41 | 2019 |
| 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 | 38 | 2023 |
| Mapping Root-Zone Soil Moisture Using a Temperature–Vegetation Triangle Approach with an Unmanned Aerial System: Incorporating Surface Roughness from Structure from Motion S Wang, M Garcia, A Ibrom, J Jakobsen, C Josef Köppl, K Mallick, ... Remote Sensing 10 (12), 1978, 2018 | 34 | 2018 |
| Airborne hyperspectral imaging of cover crops through radiative transfer process-guided machine learning S Wang, K Guan, C Zhang, C Jiang, Q Zhou, K Li, Z Qin, EA Ainsworth, ... Remote Sensing of Environment 285, 113386, 2023 | 32 | 2023 |
Kaiyu GuanLevenick Professor & Founding Director of Agroecosystem Sustainability Center, Univ. of IllinoisBestätigte E-Mail-Adresse bei illinois.edu
