Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa. - Zhenong Jin; George Azzari; Marshall Burke; Stephen Aston; David B. Lobell (Remote. Sens., 2017)

Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing. - Yaping Cai; Kaiyu Guan; Emerson Nafziger; Girish Chowdhary 001; Bin Peng; Zhenong Jin; Shaowen Wang 001; Sibo Wang 005 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping. - Rahul Ghosh; Praveen Ravirathinam; Xiaowei Jia; Chenxi Lin; Zhenong Jin; Vipin Kumar 001 (IEEE BigData, 2021)

Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping. - Rahul Ghosh; Xiaowei Jia; Chenxi Lin; Zhenong Jin; Vipin Kumar 001 (CoRR, 2021)

Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach. - Chenxi Lin; Liheng Zhong; Xiao-Peng Song; Jinwei Dong; David B. Lobell; Zhenong Jin (CoRR, 2021)

Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco. - Chenxi Lin; Zhenong Jin; David J. Mulla; Rahul Ghosh; Kaiyu Guan; Vipin Kumar 001; Yaping Cai (Remote. Sens., 2021)

Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery. - Zhiyong Lv; Guangfei Li; Zhenong Jin; Jón Atli Benediktsson; Giles M. Foody (IEEE Trans. Geosci. Remote. Sens., 2021)

Clustering augmented self-supervised learning: an application to land cover mapping. - Rahul Ghosh; Xiaowei Jia; Leikun Yin; Chenxi Lin; Zhenong Jin; Vipin Kumar 001 (SIGSPATIAL/GIS, 2022)

From cropland to cropped field: A robust algorithm for national-scale mapping by fusing time series of Sentinel-1 and Sentinel-2. - Bingwen Qiu; Duoduo Lin; Chongcheng Chen; Peng Yang 005; Zhenghong Tang; Zhenong Jin; Zhiyan Ye; Xiaolin Zhu 001; Mingjie Duan; Hongyu Huang; Zhiyuan Zhao 004; Weiming Xu; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction. - Erhu He; Yiqun Xie; Licheng Liu; Weiye Chen; Zhenong Jin; Xiaowei Jia (AAAI, 2023)

Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. - Zhexiong Liu; Licheng Liu; Yiqun Xie; Zhenong Jin; Xiaowei Jia (AAAI, 2023)

Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin. - Leikun Yin; Rahul Ghosh; Chenxi Lin; David Hale; Christoph Weigl; James Obarowski; Junxiong Zhou 001; Jessica Till; Xiaowei Jia; Troy Mao; Vipin Kumar 001; Zhenong Jin (CoRR, 2023)

FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems. - Shiyuan Luo; Juntong Ni; Shengyu Chen; Runlong Yu; Yiqun Xie; Licheng Liu; Zhenong Jin; Huaxiu Yao; Xiaowei Jia (CoRR, 2023)

Correction: Lin et al. Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco. Remote Sens. 2021, 13, 1740. - Chenxi Lin; Zhenong Jin; David J. Mulla; Rahul Ghosh; Kaiyu Guan; Vipin Kumar 001; Yaping Cai (Remote. Sens., 2023)

Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks. - Erhu He; Yiqun Xie; Alexander Sun; Jacob Zwart; Jie Yang 070; Zhenong Jin; Yang Wang; Hassan A. Karimi; Xiaowei Jia (AAAI, 2024)

Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features. - Erhu He; Yiqun Xie; Licheng Liu; Zhenong Jin; Dajun Zhang; Xiaowei Jia (SDM, 2024)

Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision. - Qi Yang; Licheng Liu; Junxiong Zhou 001; Mary Rogers; Zhenong Jin (Comput. Electron. Agric., 2024)

Hierarchical Conditional Multi-Task Learning for Streamflow Modeling. - Shaoming Xu; Arvind Renganathan; Ankush Khandelwal; Rahul Ghosh; Xiang Li; Licheng Liu; Kshitij Tayal; Peter Harrington; Xiaowei Jia; Zhenong Jin; John Nieber; Vipin Kumar 001 (CoRR, 2024)

CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants. - Albert J. Zhai; Xinlei Wang; Kaiyuan Li; Zhao Jiang; Junxiong Zhou; Sheng Wang; Zhenong Jin; Kaiyu Guan; Shenlong Wang (CoRR, 2024)

Dataset for "Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision". - Qi Yang; Zhenong Jin (Zenodo, 2024)

Dataset for "Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision". - Qi Yang; Zhenong Jin (Zenodo, 2024)

Knowledge Guided Encoder-Decoder Framework: Integrating Multiple Physical Models for Agricultural Ecosystem Modeling. - Qi Cheng; Licheng Liu; Yao Zhang; Mu Hong; Shiyuan Luo; Zhenong Jin; Yiqun Xie; Xiaowei Jia (CoRR, 2025)

LLM-based Evaluation Policy Extraction for Ecological Modeling. - Qi Cheng; Licheng Liu; Qing Zhu; Runlong Yu; Zhenong Jin; Yiqun Xie; Xiaowei Jia (CoRR, 2025)