Multi‐scale soil salinization dynamics from global to pore scale: A review
Soil salinization refers to the accumulation of water‐soluble salts in the upper part of the soil
profile. Excessive levels of soil salinity affects crop production, soil health, and ecosystem …
profile. Excessive levels of soil salinity affects crop production, soil health, and ecosystem …
[HTML][HTML] Automatic coastline extraction through enhanced sea-land segmentation by modifying Standard U-Net
Sea-land segmentation (SLS) is an essential remote sensing task for various coastal and
environmental studies such as coastline extraction, coastal erosion, coastal area monitoring …
environmental studies such as coastline extraction, coastal erosion, coastal area monitoring …
Multispectral data mining: A focus on remote sensing satellite images
SL Lim, J Sreevalsan‐Nair… - … Reviews: Data Mining …, 2024 - Wiley Online Library
This article gives a brief overview of various aspects of data mining of multispectral image
data. We focus on specifically the remote sensing satellite images acquired using …
data. We focus on specifically the remote sensing satellite images acquired using …
A global meta-analysis of soil salinity prediction integrating satellite remote sensing, soil sampling, and machine learning
H Shi, O Hellwich, G Luo, C Chen, H He… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Despite the growing interest among researchers, satellite-based prediction of soil salinity
remains highly uncertain. The improvements in prediction accuracy reported in previous …
remains highly uncertain. The improvements in prediction accuracy reported in previous …
Mapping invasive alien plant species with very high spatial resolution and multi-date satellite imagery using object-based and machine learning techniques: A …
F Nininahazwe, J Théau, G Marc Antoine… - GIScience & Remote …, 2023 - Taylor & Francis
Invasive alien plant species (IAPS) have negative impacts on ecosystems, including the loss
of biodiversity and the alteration of ecosystem functions. The strategy for mitigating these …
of biodiversity and the alteration of ecosystem functions. The strategy for mitigating these …
Future runoff assessment under climate change and land-cover alteration scenarios: a case study of the Zayandeh-Roud dam upstream watershed
In this study, hydrological responses to climate change and land-cover alteration on future
runoff in the Zayandeh-Roud dam upstream watershed were assessed. In this regard, land …
runoff in the Zayandeh-Roud dam upstream watershed were assessed. In this regard, land …
Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning
Y Ang, HZM Shafri, YP Lee, SA Bakar, H Abidin… - Earth Science …, 2022 - Springer
Crop yield estimates are affected by various factors including weather, nutrients and
management practices. Predicting yields on a large scale in a timely and accurate manner …
management practices. Predicting yields on a large scale in a timely and accurate manner …
[HTML][HTML] Evaluating machine learning performance in predicting sodium adsorption ratio for sustainable soil-water management in the eastern Mediterranean
Soil salinization is a critical global issue for sustainable agriculture, impacting crop yields
and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food …
and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food …
Estimating soil salinity using multiple spectral indexes and machine learning algorithm in songnen plain, China
Y Han, H Ge, Y Xu, L Zhuang, F Wang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Soil salinization is one of the most critical threats to land degradation in arid and semiarid
regions. This study is based on machine learning using Landsat 8 operational land imager …
regions. This study is based on machine learning using Landsat 8 operational land imager …
Prediction of soil salinity/sodicity and salt-affected soil classes from soluble salt ions using machine learning algorithms
D Andrade Foronda, G Colinet - Soil Systems, 2023 - mdpi.com
Salt-affected soils are related to salinity (high content of soluble salts) and/or sodicity
(excess of sodium), which are major leading causes of agricultural land degradation. This …
(excess of sodium), which are major leading causes of agricultural land degradation. This …