Machine learning-based approaches to enhance the soil fertility—A review
M Sujatha, CD Jaidhar - Expert Systems with Applications, 2023 - Elsevier
Agriculture plays an imperative role in many countries' economies and is a substantive
source of survival. The variation in a soil nutrient decreases crop yield. An accurate soil …
source of survival. The variation in a soil nutrient decreases crop yield. An accurate soil …
[HTML][HTML] Improving model parsimony and accuracy by modified greedy feature selection in digital soil mapping
In the context of increasing soil degradation worldwide, spatially explicit soil information is
urgently needed to support decision-making for sustaining limited soil resources. Digital soil …
urgently needed to support decision-making for sustaining limited soil resources. Digital soil …
[HTML][HTML] Comparison of Machine Learning Methods for Predicting Soil Total Nitrogen Content Using Landsat-8, Sentinel-1, and Sentinel-2 Images
Q Zhang, M Liu, Y Zhang, D Mao, F Li, F Wu, J Song… - Remote Sensing, 2023 - mdpi.com
Soil total nitrogen (STN) is a crucial component of the ecosystem's nitrogen pool, and
accurate prediction of STN content is essential for understanding global nitrogen cycling …
accurate prediction of STN content is essential for understanding global nitrogen cycling …
[HTML][HTML] The effects of landscape change on habitat quality in arid desert areas based on future scenarios: Tarim River Basin as a case study
T Zhang, Y Chen - Frontiers in Plant Science, 2022 - frontiersin.org
Human activities have caused spatiotemporal patterns of land use and land cover (LULC)
change. The LULC change has directly affected habitat quality (HQ) and ecosystem …
change. The LULC change has directly affected habitat quality (HQ) and ecosystem …
[HTML][HTML] Spatial prediction of total nitrogen in soil surface layer based on machine learning
Z Liu, H Lei, L Lei, H Sheng - Sustainability, 2022 - mdpi.com
In order to satisfy the basic requirements of sustainable agricultural development, it is
important to understand the spatial distribution characteristics of soil total nitrogen (TN) …
important to understand the spatial distribution characteristics of soil total nitrogen (TN) …
Analysis of soil organic matter influencing factors in the Huangshui River Basin by using the optimal parameter-based geographical detector model
Z Liu, H Lei, H Sheng, Y Wang - Geocarto International, 2023 - Taylor & Francis
To quantitatively analyze the spatial distribution of soil organic matter (SOM) content and its
main influencing factors in the Huangshui River Basin, Qinghai Province, China, a total of 13 …
main influencing factors in the Huangshui River Basin, Qinghai Province, China, a total of 13 …
[HTML][HTML] Continental-scale mapping of soil pH with SAR-optical fusion based on long-term earth observation data in google earth engine
Y Geng, T Zhou, Z Zhang, B Cui, J Sun, L Zeng… - Ecological …, 2024 - Elsevier
The advent of cloud computing platforms (eg, Google Earth Engine (GEE)) and the massive
amounts of optical and radar Earth Observation (EO) data hosted by these platforms present …
amounts of optical and radar Earth Observation (EO) data hosted by these platforms present …
Retrieval of soil salinity based on multi-source remote sensing data and differential transformation technology
Rapid and accurate assessments of soil salinity information surrounding saline lakes are
crucial for agricultural development and ecological security in arid regions. The Support …
crucial for agricultural development and ecological security in arid regions. The Support …
Rapid assessment of elemental concentrations using pXRF and remote sensing on a dried lakebed
This study aimed to i) explore the land-use effect (former lakebed, pasture, and agricultural
areas) on elemental concentrations, enrichment factors (EF s), and geo-accumulation …
areas) on elemental concentrations, enrichment factors (EF s), and geo-accumulation …
Spatial Drivers of Soil Health in a Post-Fire Watershed
RJD Williams - 2024 - digitalcommons.calpoly.edu
Wildland fires are increasing in both severity and intensity leading to severe and lasting
biogeochemical effects on soil. The CZU lightning complex started on August 16 th, 2020 …
biogeochemical effects on soil. The CZU lightning complex started on August 16 th, 2020 …