[HTML][HTML] Digital mapping of soil organic carbon using remote sensing data: A systematic review

N Pouladi, A Gholizadeh, V Khosravi, L Borůvka - Catena, 2023 - Elsevier
Soil organic carbon (SOC) has attracted a lot of attention in the soil science community.
Freely available remote sensing data combined with advanced digital soil mapping (DSM) …

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 …

[HTML][HTML] Prediction of soil organic carbon and the C: N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel …

T Zhou, Y Geng, C Ji, X Xu, H Wang, J Pan… - Science of the Total …, 2021 - Elsevier
Soil organic carbon (SOC) and soil carbon-to-nitrogen ratio (C: N) are the main indicators of
soil quality and health and play an important role in maintaining soil quality. Together with …

[HTML][HTML] A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion

TT Nguyen, TD Pham, CT Nguyen, J Delfos… - Science of the Total …, 2022 - Elsevier
Monitoring agricultural soil organic carbon (SOC) has played an essential role in
sustainable agricultural management. Precise and robust prediction of SOC greatly …

[HTML][HTML] Integration of Sentinel-1/2 and topographic attributes to predict the spatial distribution of soil texture fractions in some agricultural soils of western Iran

K Azizi, Y Garosi, S Ayoubi, S Tajik - Soil and Tillage Research, 2023 - Elsevier
This research was intended to examine the use of radar data obtained from Sentinel-1
imagery with different combinations of topographic attributes and multispectral data to …

[HTML][HTML] Comparison of feature selection methods for mapping soil organic matter in subtropical restored forests

Y Chen, L Ma, D Yu, H Zhang, K Feng, X Wang… - Ecological …, 2022 - Elsevier
Mapping Soil organic matter (SOM) over a complex forest landscape is challenging due to
the difficulty in selecting the most insightful variables from high-dimensional datasets in the …

A review on digital mapping of soil carbon in cropland: progress, challenge, and prospect

H Huang, L Yang, L Zhang, Y Pu, C Yang… - Environmental …, 2022 - iopscience.iop.org
Cropland soil carbon not only serves food security but also contributes to the stability of the
terrestrial ecosystem carbon pool due to the strong interconnection with atmospheric carbon …

Prediction of Soil Organic Carbon under Different Land Use Types Using Sentinel-1/-2 Data in a Small Watershed

H Wang, X Zhang, W Wu, H Liu - Remote Sensing, 2021 - mdpi.com
Soil organic carbon (SOC) is a key property for evaluating soil quality. SOC is thus an
important parameter of agricultural soils and needs to be regularly monitored. The aim of this …

[HTML][HTML] Forecasting and meta-features estimation of wastewater and climate change impacts in coastal region using manifold learning

EB Priyanka, S Vivek, S Thangavel… - Environmental …, 2024 - Elsevier
South Asia's coastlines are the most densely inhabited and economically active ecosystems
have already begun to shift due to climate change. Over the past century, climate change …

Characterization of field-scale soil variation using a stepwise multi-sensor fusion approach and a cost-benefit analysis

S Chatterjee, AE Hartemink, J Triantafilis, AR Desai… - Catena, 2021 - Elsevier
The potential of a stepwise fusion of proximally sensed portable X-ray fluorescence (pXRF)
spectra and electromagnetic induction (EMI) with remote Sentinel-2 bands and a digital …