[HTML][HTML] CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery
Crop type maps are essential in informing agricultural policy decisions by providing crucial
data on the specific crops cultivated in given regions. The generation of crop type maps …
data on the specific crops cultivated in given regions. The generation of crop type maps …
[HTML][HTML] EMET: An emergence-based thermal phenological framework for near real-time crop type mapping
Z Yang, C Diao, F Gao, B Li - ISPRS Journal of Photogrammetry and …, 2024 - Elsevier
Near real-time (NRT) crop type mapping plays a crucial role in modeling crop development,
managing food supply chains, and supporting sustainable agriculture. The low-latency …
managing food supply chains, and supporting sustainable agriculture. The low-latency …
[HTML][HTML] Leveraging Remote Sensing-Derived Dynamic Crop Growth Information for Improved Soil Property Prediction in Farmlands
J Geng, Q Tan, Y Zhang, J Lv, Y Yu, H Fang, Y Guo… - Remote Sensing, 2024 - mdpi.com
Rapid and accurate mapping of soil properties in farmlands is crucial for guiding agricultural
production and maintaining food security. Traditional methods using spectral features from …
production and maintaining food security. Traditional methods using spectral features from …
ML-Based Yield Prediction in Smart Agriculture Systems Using IoT
C Prathap, S Sivaranjani… - 2024 5th International …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) and machine learning (ML) are two of the most rapidly
expanding academic areas.“Smart x” systems that utilize ML and IoT include smart houses …
expanding academic areas.“Smart x” systems that utilize ML and IoT include smart houses …