Designing an energy efficient, economically feasible, and environmentally robust integrated farming system model for sustainable food production in the Indian …

S Babu, A Das, R Singh, KP Mohapatra… - Sustainable Food …, 2023 - pubs.rsc.org
Globally, the agricultural production system is threatened by the adversities of climate
change, land degradation, low energy productivity, and poor environmental outcomes. Thus …

Spatial prediction of soil organic carbon in coal mining subsidence areas based on RBF neural network

Q Qi, X Yue, X Duo, Z Xu, Z Li - International Journal of Coal Science & …, 2023 - Springer
A quantitative research on the effect of coal mining on the soil organic carbon (SOC) pool at
regional scale is beneficial to the scientific management of SOC pools in coal mining areas …

[HTML][HTML] Preliminary results in innovative solutions for soil carbon estimation: Integrating remote sensing, machine learning, and proximal sensing spectroscopy

T Li, A **a, TI McLaren, R Pandey, Z Xu, H Liu… - Remote Sensing, 2023 - mdpi.com
This paper explores the application and advantages of remote sensing, machine learning,
and mid-infrared spectroscopy (MIR) as a popular proximal sensing spectroscopy tool in the …

[HTML][HTML] Examining the driving factors of SOM using a multi-scale GWR model augmented by geo-detector and GWPCA analysis

Q Wang, D Jiang, Y Gao, Z Zhang, Q Chang - Agronomy, 2022 - mdpi.com
A model incorporating geo-detector analysis and geographically weighted principal
component analysis into Multi-scale Geographically Weighted regression (GWPCA-MGWR) …

Satellite-based estimation of soil organic carbon in Portuguese grasslands

TG Morais, M Jongen, C Tufik, NR Rodrigues… - Frontiers in …, 2023 - frontiersin.org
Introduction: Soil organic carbon (SOC) sequestration is one of the main ecosystem services
provided by well-managed grasslands. In the Mediterranean region, sown biodiverse …

In Situ VIS-NIR spectroscopy for a basic and rapid soil investigation

G Debaene, P Bartmiński, M Siłuch - Sensors, 2023 - mdpi.com
Visible and near-infrared (VIS-NIR) spectroscopy is extensively used in the field of soil
science to predict several soil properties, mostly in laboratory conditions. When measured in …

Prediction of spatial distribution characteristics of ecosystem functions based on a minimum data set of functional traits of desert plants

Y Chen, J Wang, L Jiang, H Li, H Wang… - Frontiers in Plant …, 2023 - frontiersin.org
The relationship between plant functional traits and ecosystem function is a hot topic in
current ecological research, and community-level traits based on individual plant functional …

[HTML][HTML] Estimation of generalized soil structure index based on differential spectra of different orders by multivariate assessment

S Yang, Z Wang, C Yang, C Wang, Z Wang… - International Soil and …, 2024 - Elsevier
Better soil structure promotes extension of plant roots thereby improving plant growth and
yield. Differences in soil structure can be determined by changes in the three phases of soil …

[HTML][HTML] Applicability of calibrated diffuse reflectance spectroscopy models across spatial and temporal boundaries

NK Purushothaman, KK Garg, A Venkataradha… - Geoderma, 2024 - Elsevier
Diffuse reflectance spectroscopy (DRS) is an emerging soil testing approach. Although
several studies have validated the DRS approach, limited efforts are made to assess the …