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[HTML][HTML] Integration of remote sensing and machine learning for precision agriculture: a comprehensive perspective on applications
J Wang, Y Wang, G Li, Z Qi - Agronomy, 2024 - mdpi.com
Due to current global population growth, resource shortages, and climate change, traditional
agricultural models face major challenges. Precision agriculture (PA), as a way to realize the …
agricultural models face major challenges. Precision agriculture (PA), as a way to realize the …
Single target tracking in high-resolution satellite videos: a comprehensive review
X Huang, D Wang, Q Zhu, Y Zheng… - Geo-spatial Information …, 2024 - Taylor & Francis
With the development of dynamic acquisition technology for satellite video data, significant
progress in target tracking has been made in recent years. This progress plays an important …
progress in target tracking has been made in recent years. This progress plays an important …
Chinese cropland losses due to urban expansion in the past four decades
F Liu, Z Zhang, X Zhao, X Wang, L Zuo, Q Wen… - Science of the Total …, 2019 - Elsevier
Since 1970s, China has experienced the large-scale losses of croplands during urban
expansion process, which has drawn great attentions to Chinese government. Although in …
expansion process, which has drawn great attentions to Chinese government. Although in …
Winter wheat planted area monitoring and yield modeling using MODIS data in the Huang-Huai-Hai Plain, China
S Ren, B Guo, X Wu, L Zhang, M Ji, J Wang - Computers and Electronics in …, 2021 - Elsevier
Accurate and timely crop areas monitoring and yield modeling are of great significance for
food security and sustainability of agro-ecosystems. This study provides a rapid and robust …
food security and sustainability of agro-ecosystems. This study provides a rapid and robust …
[HTML][HTML] Large-scale crop map** based on machine learning and parallel computation with grids
N Yang, D Liu, Q Feng, Q ** provides important information in agricultural applications.
However, it is a challenging task due to the inconsistent availability of remote sensing data …
However, it is a challenging task due to the inconsistent availability of remote sensing data …
Intensity and stationarity analysis of land use change based on CART algorithm
X Sang, Q Guo, X Wu, Y Fu, T ** from satellite remote sensing data in southwestern Guangdong in China based on feature optimization and random Forest
Y Liu, D ** in China using Sentinel-2 satellite imagery
Y Jiang, Z Lu, S Li, Y Lei, Q Chu, X Yin, F Chen - Agriculture, 2020 - mdpi.com
Large-scale, high-resolution map** of crop patterns is useful for the assessment of food
security and agricultural sustainability but is still limited. This study attempted to establish …
security and agricultural sustainability but is still limited. This study attempted to establish …
Method for Monitoring Wheat Growth Status and Estimating Yield Based on UAV Multispectral Remote Sensing
J Zhu, Y Li, C Wang, P Liu, Y Lan - Agronomy, 2024 - mdpi.com
An efficient and accurate estimation of wheat growth and yield is important for wheat
assessment and field management. To improve the accuracy and stability of wheat growth …
assessment and field management. To improve the accuracy and stability of wheat growth …