A critical systematic review on spectral-based soil nutrient prediction using machine learning

S Jain, D Sethia, KC Tiwari - Environmental Monitoring and Assessment, 2024 - Springer
Abstract The United Nations (UN) emphasizes the pivotal role of sustainable agriculture in
addressing persistent starvation and working towards zero hunger by 2030 through global …

Research on robust inversion model of soil moisture content based on GF-1 satellite remote sensing

L Luo, Y Li, F Guo, Z Huang, S Wang, Q Zhang… - … and Electronics in …, 2023 - Elsevier
This study aims to improve the accuracy and applicability of traditional linear regression and
machine learning algorithms for monitoring soil moisture content by satellite remote sensing …

[PDF][PDF] Potential of biological invasion for carbon sequestration in a protected area: the case of the Limbe Botanic Garden (LBG) forest, Cameroon

FI Tchinmegni, PSV Djeukam - MOJ Eco Environ Sci, 2023 - researchgate.net
Abstract The Limbe Botanical Garden (LBG) is a relict urban forest located in the heart of the
city of Limbe. This forest has many ecological, economic, social and tourist functions and is …

Developing novel spectral indices for precise estimation of soil pH and organic carbon with hyperspectral data and machine learning

S Jain, D Sethia, KC Tiwari - Environmental Monitoring and Assessment, 2024 - Springer
Accurate soil pH and soil organic carbon (SOC) estimations are vital for sustainable
agriculture, as pH affects nutrient availability, and SOC is crucial for soil health and fertility …

Afforestation potential mapping of tree outside forest in India for achieving SDG goals and landscape stewardship

F Ahmad, NR Talukdar, L Goparaju, RK Singh… - Environmental …, 2023 - Springer
The study evaluated India's bioclimatic, topographical, and ecological parameters for
identifying the landscape potentiality for the restoration of afforestation strategies in Tree …

The Role of Artificial Intelligence in Biofertilizer Development

B Thakur, S Kaur - … , Proteomics and Gene Editing Approaches in …, 2024 - Springer
In the field of developing biofertilizers, the integration of artificial intelligence (AI), machine
learning (ML), and data analytics has become a shifting approach that presents previously …

Exploring Soil Quality Variations across Upper, Middle, And Lower Ganga Regions: Leveraging GIS & Multivariate Statistical Methods to assess Organic Farming …

A Balkrishna, S Ghosh, V Arya, S Banerjee, I Kaushik… - 2024 - researchsquare.com
To assess the viability of organic farming by analyzing various characteristics, 26 soil
samples were gathered from five states in three Indo-Gangetic regions for the current study …

Potential of biological invasion for carbon sequestration in a protected area: the case of the Limbe Botanic Garden (LBG) forest, Cameroon

T Felenou, DPS Vartant - 2023 - researchsquare.com
Abstract The Limbe Botanical Garden (LBG) is a relict urban forest located in the heart of the
city of Limbe. This forest has many ecological, economic, social and tourist functions and is …