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Yanghui Kang
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Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach
Y Ma, Z Zhang, Y Kang, M Özdoğan
Remote Sensing of Environment 259, 112408, 2021
1622021
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest
Y Kang, M Ozdogan, X Zhu, Z Ye, C Hain, M Anderson
Environmental Research Letters 15 (6), 064005, 2020
1602020
OpenET: Filling a critical data gap in water management for the western United States
FS Melton, J Huntington, R Grimm, J Herring, M Hall, D Rollison, ...
JAWRA Journal of the American Water Resources Association 58 (6), 971-994, 2022
1442022
Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach
Y Kang, M Özdoğan
Remote sensing of environment 228, 144-163, 2019
1332019
How universal is the relationship between remotely sensed vegetation indices and crop leaf area index? A global assessment
Y Kang, M Özdoğan, SC Zipper, MO Román, J Walker, SY Hong, ...
Remote sensing 8 (7), 597, 2016
1322016
A data-driven approach to estimate leaf area index for Landsat images over the contiguous US
Y Kang, M Ozdogan, F Gao, MC Anderson, WA White, Y Yang, Y Yang, ...
Remote Sensing of Environment 258, 112383, 2021
572021
Global assessment of vegetation index and phenology lab (VIP) and global inventory modeling and mapping studies (GIMMS) version 3 products
M Marshall, E Okuto, Y Kang, E Opiyo, M Ahmed
Biogeosciences 13 (3), 625-639, 2016
542016
Early identification of seed maize and common maize production fields using sentinel-2 images
T Ren, Z Liu, L Zhang, D Liu, X Xi, Y Kang, Y Zhao, C Zhang, S Li, ...
Remote Sensing 12 (13), 2140, 2020
362020
Evaluation of satellite Leaf Area Index in California vineyards for improving water use estimation
Y Kang, F Gao, M Anderson, W Kustas, H Nieto, K Knipper, Y Yang, ...
Irrigation Science 40 (4), 531-551, 2022
312022
Assessing the accuracy of OpenET satellite-based evapotranspiration data to support water resource and land management applications
JM Volk, JL Huntington, FS Melton, R Allen, M Anderson, JB Fisher, ...
Nature Water 2 (2), 193-205, 2024
272024
How universal is the relationship between remotely sensed vegetation indices and crop leaf area index? A global assessment, Remote Sens., 8, 597
Y Kang, M Özdoğan, S Zipper, M Román, J Walker, S Hong, M Marshall, ...
92016
A deep transfer learning framework for mapping high spatiotemporal resolution LAI
J Zhou, Q Yang, L Liu, Y Kang, X Jia, M Chen, R Ghosh, S Xu, C Jiang, ...
ISPRS Journal of Photogrammetry and Remote Sensing 206, 30-48, 2023
82023
County-level corn yield prediction using deep transfer learning
Y Ma, Y Kang, M Ozdogan, Z Zhang
AGU Fall Meeting Abstracts 2019, B54D-02, 2019
72019
Evaluation of the uncertainty in satellite-based crop state variable retrievals due to site and growth stage specific factors and their potential in coupling with crop growth …
N Levitan, Y Kang, M Özdoğan, V Magliulo, P Castillo, F Moshary, ...
Remote sensing 11 (16), 1928, 2019
72019
Net fluxes of broadband shortwave and photosynthetically active radiation complement NDVI and near infrared reflectance of vegetation to explain gross photosynthesis …
K Mallick, J Verfaillie, T Wang, AA Ortiz, D Szutu, K Yi, Y Kang, R Shortt, ...
Remote Sensing of Environment 307, 114123, 2024
32024
Using automated machine learning for the upscaling of gross primary productivity
M Gaber, Y Kang, G Schurgers, T Keenan
Biogeosciences 21 (10), 2447-2472, 2024
22024
CEDAR-GPP: spatiotemporally upscaled estimates of gross primary productivity incorporating CO2 fertilization
Y Kang, M Gaber, M Bassiouni, X Lu, T Keenan
Earth System Science Data Discussions 2023, 1-51, 2023
22023
OpenET Satellite-based ET Intercomparisons with Ground-based Measurements: Phase II Results
J Volk, J Huntington, F Melton, R Allen, M Anderson, C Dunkerly, J Fisher, ...
Authorea Preprints, 2022
22022
County-Level Corn Yield Forecast with Deeping Learning and Satellite Data
Y Kang
22018
Correcting confounding canopy structure, biochemistry and soil background effects improves leaf area index estimates across diverse ecosystems from Sentinel-2 imagery
L Wan, Y Ryu, B Dechant, Y Hwang, H Feng, Y Kang, S Jeong, J Lee, ...
Remote Sensing of Environment 309, 114224, 2024
12024
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