Dr. Xiaokai Chen | Precision Agriculture Lab

A UAV-Proxied Satellite Remote Sensing Approach for Winter Wheat Plant Nitrogen Concentration Mapping

Wed, 01 Jan 2025 00:00:00 +0000

Xiaokai Chen, Fenling Li, Qingrui Chang, Yuxin Miao, Chao Wang, Weilong Qin, & Kang Yu (2025). A UAV-Proxied Satellite Remote Sensing Approach for Winter Wheat Plant Nitrogen Concentration Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: 1–12.

Improving winter wheat plant nitrogen concentration prediction by combining proximal hyperspectral sensing and weather information with machine learning

Wed, 01 Jan 2025 00:00:00 +0000

Xiaokai Chen, Fenling Li, Qingrui Chang, Yuxin Miao, & Kang Yu (2025). Improving winter wheat plant nitrogen concentration prediction by combining proximal hyperspectral sensing and weather information with machine learning. Computers and Electronics in Agriculture, 232: 110072.

Potential of Multi-Source Multispectral vs. Hyperspectral Remote Sensing for Winter Wheat Nitrogen Monitoring

Wed, 01 Jan 2025 00:00:00 +0000

Xiaokai Chen, Yuxin Miao, Krzysztof Kusnierek, Fenling Li, Chao Wang, Botai Shi, Fei Wu, Qingrui Chang, & Kang Yu (2025). Potential of Multi-Source Multispectral vs. Hyperspectral Remote Sensing for Winter Wheat Nitrogen Monitoring. Remote Sensing, 17(15): 2666.

PrecisionAg Lab at ICPA 2024

Sun, 21 Jul 2024 00:00:00 +0000

🎉 We’re proud to share that four PhD students (including a guest student) from the Precision Agriculture Lab at TUM participated in the 16th International Conference on Precision Agriculture (ICPA), held from 21–24 July 2024 in Manhattan, Kansas, USA.

📢 Highlights:

Xiaokai Chen presented a poster: Improving winter wheat plant nitrogen concentration prediction by combining proximal hyperspectral sensing and weather information

Xuefeng Xu gave a presentation: Detecting Leaf Chlorophyll Content (LCC) using Sentinel-2 Vegetation Indices under Different Nitrogen Conditions

Jie Wang gave a presentation: Evaluating Nitrogen Use Efficiency in Wheat Using UAV Multispectral Images

Jingcheng Zhang gave a talk on: UAV-based Phenotyping of Nitrogen Responses in Winter Wheat

💡 This international conference provided an excellent opportunity to showcase our research in:

UAV-based crop monitoring and phenotyping
Satellite remote sensing for precision nitrogen management

👏 A big thanks to the ICPA community for the vibrant exchange of ideas and inspiration!

#ICPA2024 #PrecisionAgriculture #NitrogenManagement #PagLabTUM #UAV #RemoteSensing #PhDLife