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2020 – today
- 2024
[j7]Qi Yang, Licheng Liu, Junxiong Zhou, Mary Rogers
, Zhenong Jin:
Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision. Comput. Electron. Agric. 220: 108911 (2024)- [c6]Erhu He, Yiqun Xie, Alexander Sun, Jacob Zwart, Jie Yang, Zhenong Jin, Yang Wang, Hassan A. Karimi, Xiaowei Jia:
Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks. AAAI 2024: 22087-22095 - [c5]Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia:
Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features. SDM 2024: 715-723 - [i8]Shaoming Xu, Arvind Renganathan, Ankush Khandelwal, Rahul Ghosh, Xiang Li, Licheng Liu, Kshitij Tayal, Peter Harrington, Xiaowei Jia, Zhenong Jin, John Nieber, Vipin Kumar:
Hierarchical Conditional Multi-Task Learning for Streamflow Modeling. CoRR abs/2410.14137 (2024) - [i7]Albert J. Zhai, Xinlei Wang, Kaiyuan Li, Zhao Jiang, Junxiong Zhou, Sheng Wang, Zhenong Jin, Kaiyu Guan, Shenlong Wang:
CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants. CoRR abs/2411.09693 (2024) - 2023
- [j6]Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai:
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. Remote. Sens. 15(1): 141 (2023) - [c4]Erhu He, Yiqun Xie, Licheng Liu, Weiye Chen, Zhenong Jin, Xiaowei Jia:
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction. AAAI 2023: 14223-14231 - [c3]Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia:
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. AAAI 2023: 14365-14373 - [i6]Leikun Yin, Rahul Ghosh, Chenxi Lin, David Hale, Christoph Weigl, James Obarowski, Junxiong Zhou, Jessica Till, Xiaowei Jia, Troy Mao, Vipin Kumar, Zhenong Jin:
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin. CoRR abs/2301.00363 (2023) - [i5]Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia:
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems. CoRR abs/2311.10255 (2023) - 2022
- [j5]Bingwen Qiu, Duoduo Lin, Chongcheng Chen, Peng Yang, Zhenghong Tang, Zhenong Jin, Zhiyan Ye, Xiaolin Zhu, Mingjie Duan, Hongyu Huang, Zhiyuan Zhao, Weiming Xu, Zuoqi Chen:
From cropland to cropped field: A robust algorithm for national-scale mapping by fusing time series of Sentinel-1 and Sentinel-2. Int. J. Appl. Earth Obs. Geoinformation 113: 103006 (2022) - [c2]Rahul Ghosh, Xiaowei Jia, Leikun Yin, Chenxi Lin, Zhenong Jin, Vipin Kumar:
Clustering augmented self-supervised learning: an application to land cover mapping. SIGSPATIAL/GIS 2022: 3:1-3:10 - [i4]Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia:
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. CoRR abs/2212.06864 (2022) - 2021
- [j4]Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai:
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. 13(9): 1740 (2021) - [j3]Zhiyong Lv, Guangfei Li, Zhenong Jin, Jón Atli Benediktsson, Giles M. Foody:
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery. IEEE Trans. Geosci. Remote. Sens. 59(1): 139-150 (2021) - [c1]Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar:
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping. IEEE BigData 2021: 1399-1408 - [i3]Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar:
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping. CoRR abs/2105.02963 (2021) - [i2]Rahul Ghosh, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar:
Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping. CoRR abs/2108.07323 (2021) - [i1]Chenxi Lin, Liheng Zhong, Xiao-Peng Song, Jinwei Dong, David B. Lobell, Zhenong Jin:
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach. CoRR abs/2110.10275 (2021)
2010 – 2019
- 2019
- [j2]Yaping Cai, Kaiyu Guan, Emerson Nafziger, Girish Chowdhary, Bin Peng, Zhenong Jin, Shaowen Wang, Sibo Wang:
Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5153-5166 (2019) - 2017
- [j1]Zhenong Jin, George Azzari, Marshall Burke, Stephen Aston, David B. Lobell:
Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa. Remote. Sens. 9(9): 931 (2017)
Coauthor Index
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