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Sitian Xiong
Sitian Xiong
Ph.D. student of Geography, Clark University
在 clarku.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
Field-scale soil moisture bridges the spatial-scale gap between drought monitoring and agricultural yields
N Vergopolan, S Xiong, L Estes, N Wanders, NW Chaney, EF Wood, ...
Hydrology and Earth System Sciences 25 (4), 1827-1847, 2021
312021
Probabilistic tracking of annual cropland changes over large, complex agricultural landscapes using Google Earth engine
S Xiong, P Baltezar, MA Crowley, M Cecil, SC Crema, E Baldwin, ...
Remote Sensing 14 (19), 4896, 2022
72022
Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples
S Khallaghi, R Abedi, HA Ali, MD Asipunu, I Alatise, N Ha, B Luo, C Mai, ...
arXiv preprint arXiv:2408.06467, 2024
2024
Simple temporal domain adaptation techniques for mapping the inter-annual dynamics of smallholder-dominated croplands over large extents
L Estes, S Khallaghi, R Abedi, M Asipunu, N Ha, B Luo, C Mai, A Wussah, ...
EGU24, 2024
2024
Potential impacts of transportation infrastructure improvements to maize and cassava supply chains in Zambia
J Wang, M Konar, K Baylis, L Estes, P Hadunka, S Xiong, K Caylor
Environmental Research: Infrastructure and Sustainability 3 (4), 045006, 2023
2023
Correction: Xiong et al. Probabilistic Tracking of Annual Cropland Changes over Large, Complex Agricultural Landscapes Using Google Earth Engine. Remote Sens. 2022 …
S Xiong, P Baltezar, MA Crowley, M Cecil, SC Crema, E Baldwin, ...
Remote Sensing 15 (19), 4692, 2023
2023
Field-scale soil moisture for drought monitoring and agricultural yield prediction at the local scales
N Vergopolan, S Xiong, LD Estes, N Wanders, NW Chaney, EF Wood, ...
Frontiers in Hydrology 2022, 311-01, 2022
2022
Leveraging High-resolution Gridded Datasets and AquaCrop to Improve Remote Sensing-based Estimates of Smallholder Maize Yields
S Xiong, N Vergopolan, M Cecil, K Caylor, N Krell, M Konar, T Evans, ...
AGU Fall Meeting Abstracts 2021, H55E-0793, 2021
2021
Improving drought monitoring and crop yield prediction with field-scale soil moisture
J Sheffield, N Vergopolan, S Xiong, LD Estes, N Wanders, NW Chaney, ...
AGU Fall Meeting Abstracts 2020, GC023-0013, 2020
2020
The spatiotemporal scales of drought and its impacts on field-scale agricultural yields
N Vergopolan, S Xiong, J Sheffield, EF Wood, TP Evans, KK Caylor, ...
AGU Fall Meeting Abstracts 2019, H51H-1577, 2019
2019
A Convolutional Neural Network Approach to Segmenting Smallholder Agriculture
RB Avery, KK Caylor, LD Estes, R Eastman, S Ye, L Song, K Zhang, ...
AGU Fall Meeting Abstracts 2018, B31I-2597, 2018
2018
Using active learning to quantify how training data errors impact classification accuracy over smallholder-dominated agricultural systems
LD Estes, SR Debats, D McRitchie, R Eastman, L Song, T Woodard, ...
AGU Fall Meeting Abstracts 2018, B22A-05, 2018
2018
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