蔡志文

个人简介

蔡志文，1998年08月生，华中师范大学城市与环境学院讲师/师资博士后，主要研究方向为农业土地资源遥感、遥感图像智能解译及地理大数据挖掘研究。主持国家自然科学基金青年科学基金项目（C类），北方干旱半干旱耕地高效利用全国重点实验室2026开放课题。在Remote Sensing of Environment、ISPRS Journal of Photogrammetry and Remote Sensing、International Journal of Applied Earth Observation and Geoinformation、Journal of Integrative Agriculture、遥感学报、农业工程学报等国内外遥感权威期刊发表学术论文20余篇。第一作者/通讯作者身份8篇，含中科院一区SCI论文5篇，ESI高被引论文1篇。担任RSE、ISPRS P&RS、CEA、JAG等遥感与农业信息处理领域SCI一区期刊审稿人。以第一指导教师身份带队荣获“华为杯”第二十二届中国研究生数学建模竞赛全国三等奖。

个人主页：Zhiwen Cai，联系方式：zhiwen.cai@ccnu.edu.cn

教育背景

 2015.09 - 2019.06  华中农业大学资源与环境学院   地理信息科学  学士

 2019.09 - 2025.06     华中农业大学资源与环境学院    生态学     博士(硕博连读)

研究方向

• 农业土地资源遥感

• 遥感图像智能分析

• 耕地及农作物制图

科研项目

1. 国家自然科学基金青年C类，顾及物候偏移与类别异构的南方丘陵山区米级农作物跨域识别（30万），2027.1-2029.12，主持；

2. 北方干旱半干旱耕地高效利用全国重点实验室2026开放课题，耦合多视图语义的南方丘陵区农作物跨域识别（5万），2026.5-2027.5，主持；

3. 中央高校基本科研业务费项目，欠样本条件下南方地区地块尺度农作物精细识别方法研究（10万），2026.3-2029.3，主持

发表论文

1. Jie Hu, Zicheng Liu, Zhiqing Luo, Hairong Ma, Pingting Chen, Qian Song, Baodong Xu, Yabin Zhan, Zhiwen Cai^#. Mapping diverse rice cropping patterns with limited samples by learning phenology-aligned temporal similarity from multi-source remote sensing data. Journal of Integrative Agriculture. 2026. (中科院1区，通讯作者，IF=4.4）

2. Zhiwen Cai, Haodong Wei, Qiong Hu, Wei Zhou, Xinyu Zhang, Wenjie Jin, Ling Wang, Shuxia Yu, Zhen Wang, Baodong Xu, Zhihua Shi. Learning spectral-spatial representations from VHR images for fine-scale crop type mapping: A case study of rice-crayfish field extraction in South China. ISPRS Journal of Photogrammetry and Remote Sensing. 2023, 199: 28~39. (中科院1区TOP，IF=12.9）

3. Zhiwen Cai, Baodong Xu, Qiangyi Yu, Xinyu Zhang, Jingya Yang, Haodong Wei, Shiqi Li, Qian Song, Hang Xiong, Hao Wu, Wenbin Wu, Zhihua Shi, Qiong Hu. A cost-effective and robust mapping method for diverse crop types using weakly supervised semantic segmentation with sparse point samples. ISPRS Journal of Photogrammetry and Remote Sensing. 2024, 218: 260~276. (中科院1区TOP，IF=12.9)

4. Zhiwen Cai, Qiong Hu, Xinyu Zhang, Jingya Yang, Haodong Wei, Jiayue Wang, Yelu Zeng, Gaofei Yin, Wenjuan Li, Liangzhi You, Baodong Xu, Zhihua Shi. Improving agricultural field parcel delineation with a dual branch spatiotemporal fusion network by integrating multimodal satellite data. ISPRS Journal of Photogrammetry and Remote Sensing. 2023, 205: 34~49 (中科院1区TOP，IF=12.9，ESI高被引论文）

5. Xinyu Zhang¹, Zhiwen Cai¹, Qiong Hu, Jingya Yang, Haodong Wei, Liangzhi You, Baodong Xu. Improving crop type mapping by integrating LSTM with temporal random masking and pixel-set spatial information. ISPRS Journal of Photogrammetry and Remote Sensing. 2024, 218: 87~101 (中科院1区TOP，共同一作，IF=12.9)

6. Zhiwen Cai, Qiong Hu, Xinyu Zhang, Jingya Yang, Haodong Wei, Zhen He, Qian Song, Cong Wang, Gaofei Yin, Baodong Xu*. An adaptive image segmentation method with automatic selection of optimal scale for extracting cropland parcels in smallholder farming systems. RemoteSensing. 2022, 14(13): 3067 (中科院2区，IF=4.1)

7. 杨子恒，胡琼，吴尚岐，徐保东，蔡志文^#.深度学习支持下地块尺度农田宜机化遥感评价方法. 农业工程学报，2026，42(9)：237~249.

8. 蔡志文，何真，王文静，杨靖雅，魏浩东，王聪，徐保东. 基于多源国产高分卫星时空信息的米级分辨率耕地提取. 遥感学报. 2022, 26(07): 1368~1382.

9. Qiong Hu, Zhiwen Cai, Liangzhi You, Steffen Fritz, Xinyu Zhang, He Yin, Haodong Wei, Jingya Yang,Zexuan Li, Qiangyi Yu, Hao Wu, Baodong Xu, Wenbin Wu. Hcropland30: A hybrid 30-m global cropland map generated by leveraging global land cover products and Landsat data via deep learning. Remote Sensingof Environment. 2026, 344: 115552 （中科院1区TOP，IF=12.3）

10. Xinyu Zhang, Qiong Hu, Zhiwen Cai, Jingya Yang, Haodong Wei, Lijuan Yan, Chenxi Wei, Shuxia Yu, Xin Long, Gaofei Yin, Liangzhi You, Baodong Xu. A robust spectral-temporal index for cross-regional mapping of plastic-mulched farmland using decametric-resolution images. European Journal of Agronomy. 2026, 179: 128184.（中科院1区，IF=6.7）

11. Haodong Wei, Zhiwen Cai, Xinyu Zhang, Jingya Yang, Junjun Cao, Ke Meng, Liangzhi You, Hao Wu, Qiong Hu. Spatiotemporal expansion and methane emissions of rice-crayfish farming systems in Jianghan Plain, China. Agricultural and Forest Meteorology. 2024, 347: 109908. (中科院1区，IF=6.3)

12. Tian Xia, Zhen He, Zhiwen Cai, Cong Wang, Wenjing Wang, Jiayue Wang, Qiong Hu, Qian Song. Exploring the potential of Chinese GF-6 images for crop mapping in regions with complex agricultural landscapes. International Journal of Applied Earth Observation and Geoinformation. 2022, 107: 102702. (中科院1区，IF=7.5)

13. Baodong Xu, Haodong Wei, Zhiwen Cai, Jingya Yang, Zhewei Zhang, Cong Wang, Jing Li, Jing Zhao, Yonghua Qu, Gaofei Yin, Aleixandre Verger. Exploring the Potential of Gaofen-1/6 for Crop Monitoring: Generating Daily Decametric-Resolution Leaf Area Index Time Series. IEEE Transactions on Geoscience and Remote Sensing. 2023, 61: 4401614. (中科院1区，IF=7.6)

14. Rui Hao, Xuan Huang, Zhiwen Cai, Haibing Xiao, Jian Wang, Zhihua Shi. Incorporating sediment connectivity index into MUSLE model to explore soil erosion and sediment yield relationships at event scale. Journal of Hydrology. 2022, 614: 128579. (中科院1区，IF=6.4)

15. Yunping Chen, Jie Hu, Zhiwen Cai, Jingya Yang, Wei Zhou, Qiong Hu, Cong Wang, Liangzhi You, Baodong Xu. A phenology-based vegetation index for improving ratoon rice mapping using harmonized Landsat and Sentinel-2 data. Journal of Integrative Agriculture. 2024, 23(4): 1164–1178. (中科院1区，IF=4.5)

16. Zhewei Zhang, Wenjie Jin, Ruyu Dou, Zhiwen Cai, Haodong Wei, Tongzhou Wu, Sen Yang, Meilin Tan, Zhijuan Li, Cong Wang, Gaofei Yin, Baodong Xu. Improved Estimation of Leaf Area Index by Reducing Leaf Chlorophyll Content and Saturation Effects Based on Red-Edge Bands. IEEE Transactions on Geoscience and Remote Sensing. 2023, 61: 4403314. (中科院1区，IF=7.6)

17. Jingya Yang, Qiong Hu, Wenjuan Li, Qian Song, Zhiwen Cai, Xinyu Zhang, Haodong Wei, Wenbin Wu. An automated sample generation method by integrating phenology domain optical-SAR features in rice cropping pattern mapping. Remote Sensing of Environment. 2024, 314: 114387. (中科院1区，IF=12.7)

18. Rui Hao, Jian Wang, Xiao Li, Xuan Huang, Zhiwen Cai, Zhihua Shi. Cross-timescale interaction of nonstationary hydrological responses in subtropical mountainous watersheds. Journal of Hydrology. 2023, 625: 130167. (中科院1区，IF=6.4)

19. Wei Zhou, Haodong Wei, Yunping Chen, Xinyu Zhang, Jie Hu, Zhiwen Cai, Jingya Yang, Qiong Hu, Hang Xiong, Gaofei Yin, Baodong Xu. Monitoring intra-annual and interannual variability in spatial distribution of plastic-mulched citrus in cloudy and rainy areas using multisource remote sensing data. European Journal of Agronomy. 2023, 151: 126981. (中科院1区，IF=5.0)

20. Jie Hu, Yunping Chen, Zhiwen Cai, Haodong Wei, Xinyu Zhang, Wei Zhou, Cong Wang, Liangzhi You, Baodong Xu. Mapping Diverse Paddy Rice Cropping Patterns in South China Using Harmonized Landsat and Sentinel-2 Data. Remote Sensing. 2023, 15(4): 1034. (中科院2区，IF=4.9)

21. Jingya Yang, Qiong Hu, Liangzhi You, Zhiwen Cai, Yunping Chen, Haodong Wei, Zilu Xu, Zhen He, Gaofei Yin, Baodong Xu. Mapping the potential northern limits and promotion extent of ratoon rice in China. Applied Geography. 2023, 150: 102822. (中科院2区，IF=4.8)

22. Qiong Hu, Yunping Chen, Jie Hu, Zhiwen Cai, Zhen Wang, Gaofei Yin, Baodong Xu. A novel framework to integrate cropland quantity and quality from pixel to county level: Implications for requisition-compensation balance of farmland policy in China. Land Degradation & Development. 2024, 35(3): 1155–1167. (中科院2区，IF=4.7)

获奖信息

1. 指导研究生刘字呈等获“华为杯”第二十二届中国研究生数学建模竞赛全国三等奖，2026，第一指导老师；