Prediction of winter wheat yield based on multi-source data and machine learning in China J Han, Z Zhang, J Cao, Y Luo, L Zhang, Z Li, J Zhang Remote Sensing 12 (2), 236, 2020 | 234 | 2020 |
Integrating multi-source data for rice yield prediction across China using machine learning and deep learning approaches J Cao, Z Zhang, F Tao, L Zhang, Y Luo, J Zhang, J Han, J Xie Agricultural and Forest Meteorology 297, 108275, 2021 | 191 | 2021 |
Wheat yield predictions at a county and field scale with deep learning, machine learning, and google earth engine J Cao, Z Zhang, Y Luo, L Zhang, J Zhang, Z Li, F Tao European Journal of Agronomy 123, 126204, 2021 | 147 | 2021 |
Annual paddy rice planting area and cropping intensity datasets and their dynamics in the Asian monsoon region from 2000 to 2020 J Han, Z Zhang, Y Luo, J Cao, L Zhang, H Zhuang, F Cheng, J Zhang, ... Agricultural Systems 200, 103437, 2022 | 51 | 2022 |
Accurately mapping global wheat production system using deep learning algorithms Y Luo, Z Zhang, J Cao, L Zhang, J Zhang, J Han, H Zhuang, F Cheng, ... International Journal of Applied Earth Observation and Geoinformation 110 …, 2022 | 34 | 2022 |
The RapeseedMap10 database: Annual maps of rapeseed at a spatial resolution of 10 m based on multi-source data J Han, Z Zhang, Y Luo, J Cao, L Zhang, J Zhang, Z Li Earth System Science Data 13 (6), 2857-2874, 2021 | 31 | 2021 |
Adapting to climate change precisely through cultivars renewal for rice production across China: When, where, and what cultivars will be required? L Zhang, Z Zhang, F Tao, Y Luo, J Zhang, J Cao Agricultural and Forest Meteorology 316, 108856, 2022 | 28 | 2022 |
NESEA-Rice10: high-resolution annual paddy rice maps for Northeast and Southeast Asia from 2017 to 2019 J Han, Z Zhang, Y Luo, J Cao, L Zhang, F Cheng, H Zhuang, J Zhang, ... Earth System Science Data 13 (12), 5969-5986, 2021 | 26 | 2021 |
Developing high-resolution crop maps for major crops in the european union based on transductive transfer learning and limited ground data Y Luo, Z Zhang, L Zhang, J Han, J Cao, J Zhang Remote Sensing 14 (8), 1809, 2022 | 21 | 2022 |
Performance of temperature-related weather index for agricultural insurance of three main crops in China J Zhang, Z Zhang, F Tao International Journal of Disaster Risk Science 8, 78-90, 2017 | 20 | 2017 |
A new framework to quantify maize production risk from chilling injury in Northeast China Z Li, Z Zhang, J Zhang, Y Luo, L Zhang Climate Risk Management 32, 100299, 2021 | 17 | 2021 |
A remote sensing-based scheme to improve regional crop model calibration at sub-model component level J Zhang, Y Chen, Z Zhang Agricultural Systems 181, 102814, 2020 | 14 | 2020 |
Response of rice phenology to climate warming weakened across China during 1981–2018: did climatic or anthropogenic factors play a role? L Zhang, Z Zhang, J Zhang, Y Luo, F Tao Environmental Research Letters 17 (6), 064029, 2022 | 12 | 2022 |
Weakened maize phenological response to climate warming in China over 1981‒2018 due to cultivar shifts YC Luo, Z Zhang, LL Zhang, J Zhang, FL Tao Advances in Climate Change Research 13 (5), 710-720, 2022 | 11 | 2022 |
AsiaRiceYield4km: seasonal rice yield in Asia from 1995 to 2015 H Wu, J Zhang, Z Zhang, J Han, J Cao, L Zhang, Y Luo, Q Mei, J Xu, ... Earth System Science Data Discussions 2022, 1-30, 2022 | 8 | 2022 |
Double-rice system simulation in a topographically diverse region—A remote-sensing-driven case study in Hunan Province of China J Zhang, Z Zhang, C Wang, F Tao Remote Sensing 11 (13), 1577, 2019 | 8 | 2019 |
ChinaCropSM1 km: a fine 1 km daily soil moisture dataset for dryland wheat and maize across China during 1993–2018 F Cheng, Z Zhang, H Zhuang, J Han, Y Luo, J Cao, L Zhang, J Zhang, ... Earth System Science Data 15 (1), 395-409, 2023 | 6 | 2023 |
Asian Rice Calendar Dynamics Detected by Remote Sensing and Their Climate Drivers J Zhang, H Wu, Z Zhang, L Zhang, Y Luo, J Han, F Tao Remote Sensing 14 (17), 4189, 2022 | 6 | 2022 |
Rainfall-related weather indices for three main crops in China J Zhang, Z Zhang, F Tao International Journal of Disaster Risk Science 11, 466-483, 2020 | 6 | 2020 |
Weather Index Insurance Can Offset Heat‐Induced Rice Losses Under Global Warming J Zhang, Z Zhang, CZ Wang, XH Wang, LL Zhang, XL Ma, FL Tao Earth's Future 10 (11), e2021EF002534, 2022 | | 2022 |