Publications
Featured
Changes in the Yield Effect of the Preceding Crop in the US Corn Belt Under a Warming Climate
Nov. 12, 2024 | Wiley Online Library
Junxiong Zhou, Peng Zhu, Dan M. Kluger, David B. Lobell, Zhenong Jin
Crop rotation has been widely used to enhance crop yields and mitigate adverse climate impacts. The existing research predominantly focuses on the impacts of crop rotation under growing season (GS) climates, neglecting the influences of non-GS (NGS) climates on agroecosystems. This oversight limits our understanding of the comprehensive climatic impacts on crop rotation and, consequently, our ability to devise effective adaptation strategies in response to climate warming.
DeepSoil: A Science-guided Framework for Generating High Precision Soil Moisture Maps by Reconciling Measurement Profiles Across In-situ and Remote Sensing Data
Sept. 18, 2024
Paahuni Khandelwal, Sangmi Lee Pallickara, and Shrideep Pallickara
Importance of Terrain and Climate for Predicting Soil Organic Carbon Is Highly Variable across Local to Continental Scales
June 21, 2024 | Environmental Science & Technology | Vol 58, Issue 26
Tianhong Tan, Giulio Genova, Gerard B. M. Heuvelink, Johannes Lehmann, Laura Poggio, Dominic Woolf, and Fengqi You
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management
May 2024 | SIAM International Conference on Data Mining | Best Application Paper Award
Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems
January 08, 2024, Nature Communications
Licheng Liu, Wang Zhou, Kaiyu Guan, Bin Peng, Shaoming Xu, Jinyun Tang, Qing Zhu, Jessica Till, Xiaowei Jia, Chongya Jiang, Sheng Wang, Ziqi Qin, Hui Kong, Robert Grant, Symon Mezbahuddin, Vipin Kumar & Zhenong Jin