Heterogeneity of spatial-temporal distribution of nitrogen in the karst rocky desertification soils and its implications for ecosystem service support of the desertification …

P Wan, K Xiong, L Zhang - Sustainability, 2022 - mdpi.com
In recent years, the study of soil nitrogen distribution (SND) in rocky desertification control
ecosystems has increased exponentially. Rocky desertification experiences severe …

Mapping Cropland Soil Nutrients Contents Based on Multi-Spectral Remote Sensing and Machine Learning

W Zhang, L Zhu, Q Zhuang, D Chen, T Sun - Agriculture, 2023 - mdpi.com
Nitrogen (N) and phosphorus (P) are primary indicators of soil nutrients in agriculture.
Accurate management of these nutrients is essential for ensuring food security. High …

[PDF][PDF] 机器学习在氮循环领域的应用研究进展

高志炜, 吴电明, 陈曦, 潘月鹏 - 土壤, 2023 - soils.issas.ac.cn
氮循环是地球圈层中水-土-气-生多介质, 多界面的复杂过程, 与土壤健康, 粮食安全, 全球变暖,
空气污染, 水体质量等环境问题密切相关. 近年来, 得益于计算机技术的快速发展和海量 …

Canopy centre-based fuzzy-C-means clustering for enhancement of soil fertility prediction

M Sujatha, CD Jaidhar - International Journal of …, 2024 - inderscienceonline.com
For plants to develop, fertile soil is necessary. Estimating soil parameters based on time
change is crucial for enhancing soil fertility. Sentinel-2's remote sensing technology …

SENTINEL-2, TOOL IN AGRI-FOOD SAFETY AND PRECISION AGRICULTURE

AD Lugo-Palacio, RE Lugo-Palacios… - Tropical and …, 2024 - revista.ccba.uady.mx
Background. Food production as the world population increases is an issue of global
importance, resulting in uncertainty around agri-food security (AS). It is essential to apply …

Prediction and Interpretation of Total N and its key drivers in cultivated tropical peat using machine learning and game theory

HB Pulunggono, YA Madani, LL Nurazizah… - Celebes …, 2023 - untika.ac.id
Currently, there is a growing interest among research communities in the development of
statistical learning-based pedotransfer functions/PtFs to predict mineral soil nutrients; …

Prediction of total soil nitrogen variations using three machine learning approaches and remote sensing data

S Felegari, K Moravej, A Sharifi, A Golchin, P Karami - 2023 - researchsquare.com
The fluctuation of total soil nitrogen (TSN) levels, whether it be an excessive increase or
decrease, can result in microbial contamination, decreased vegetation coverage, and …