Open remote sensing data in digital soil organic carbon mapping: a review

D Radočaj, M Gašparović, M Jurišić - Agriculture, 2024 - mdpi.com
This review focuses on digital soil organic carbon (SOC) mapping at regional or national
scales in spatial resolutions up to 1 km using open data remote sensing sources …

Predicting wheat yield gap and its determinants combining remote sensing, machine learning, and survey approaches in rainfed Mediterranean regions of Morocco

KP Devkota, A Bouasria, M Devkota… - European Journal of …, 2024 - Elsevier
Wheat plays a crucial role in Morocco's food security, economic stability, and livelihoods of
farming communities. Assessing key vegetation indices (as yield predictors), along with …

Explanation of the influence of geomorphometric variables on the landform classification based on selected areas in Poland

K Dyba - Scientific Reports, 2024 - nature.com
In recent years, automatic image classification methods have significantly progressed,
notably black box algorithms such as machine learning and deep learning. Unfortunately …

Synergistic Use of Multi-Temporal Radar and Optical Remote Sensing for Soil Organic Carbon Prediction

S Dahhani, M Raji, Y Bouslihim - Remote Sensing, 2024 - mdpi.com
Exploring soil organic carbon (SOC) mapping is crucial for addressing critical challenges in
environmental sustainability and food security. This study evaluates the suitability of the …

Using Automated Machine Learning for Spatial Prediction—The Heshan Soil Subgroups Case Study

P Liang, CZ Qin, AX Zhu - Land, 2024 - mdpi.com
Recently, numerous spatial prediction methods with diverse characteristics have been
developed. Selecting an appropriate spatial prediction method, along with its data …

Spatio-temporal Analysis through NDVI, NDBI, and SAVI Using Landsat 8/9 OLI

YA Singgalen - Journal of Computer System and Informatics …, 2024 - ejurnal.seminar-id.com
This research underscores the significant role of remote sensing and spatio-temporal
analysis in promoting sustainable tourism development on Kakara Island, North Halmahera …