Challenges and opportunities in remote sensing for soil salinization map** and monitoring: A review

G Sahbeni, M Ngabire, PK Musyimi, B Székely - Remote Sensing, 2023 - mdpi.com
Meeting current needs without compromising future generations' ability to meet theirs is the
only path toward achieving environmental sustainability. As the most valuable natural …

Promising management strategies to improve crop sustainability and to amend soil salinity

AK Mishra, R Das, R George Kerry, B Biswal… - Frontiers in …, 2023 - frontiersin.org
By affecting 10% of the world's total arable land, soil salinity has become a potential threat to
feeding the exploding population. As per the current scenario, among 1,125 million hectares …

Soil salinity assessment by using near-infrared channel and Vegetation Soil Salinity Index derived from Landsat 8 OLI data: a case study in the Tra Vinh Province …

KA Nguyen, YA Liou, HP Tran, PP Hoang… - Progress in Earth and …, 2020 - Springer
Salinity intrusion is a pressing issue in the coastal areas worldwide. It affects the natural
environment and causes massive economic loss due to its impacts on the agricultural …

Assessing the performance of machine learning algorithms for soil salinity map** in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data

S Aksoy, A Yildirim, T Gorji, N Hamzehpour… - Advances in Space …, 2022 - Elsevier
Soil salinization caused by natural and anthropogenic factors is an important environmental
hazard especially in arid and semi-arid regions of the world. Accumulation of salts in the soil …

[HTML][HTML] Digital map** of soil salinization based on Sentinel-1 and Sentinel-2 data combined with machine learning algorithms

G Ma, J Ding, L Han, Z Zhang, S Ran - Regional Sustainability, 2021 - Elsevier
Soil salinization is one of the most important causes of land degradation and desertification,
especially in arid and semi-arid areas. The dynamic monitoring of soil salinization is of great …

[HTML][HTML] Soil salinity map** using SAR sentinel-1 data and advanced machine learning algorithms: A case study at Ben Tre Province of the Mekong River Delta …

PV Hoa, NV Giang, NA Binh, LVH Hai, TD Pham… - Remote Sensing, 2019 - mdpi.com
Soil salinity caused by climate change associated with rising sea level is considered as one
of the most severe natural hazards that has a negative effect on agricultural activities in the …

A novel method for detecting soil salinity using AVIRIS-NG imaging spectroscopy and ensemble machine learning

A Das, BK Bhattacharya, R Setia, G Jayasree… - ISPRS Journal of …, 2023 - Elsevier
Soil salinization is one of the major land degradation processes spread over millions of
hectares of global land. Hyperspectral Remote Sensing (HRS) coupled with modern data …

[HTML][HTML] Integrating remote sensing and landscape characteristics to estimate soil salinity using machine learning methods: A case study from Southern **njiang …

N Wang, J Xue, J Peng, A Biswas, Y He, Z Shi - Remote Sensing, 2020 - mdpi.com
Soil salinization, one of the most severe global land degradation problems, leads to the loss
of arable land and declines in crop yields. Monitoring the distribution of salinized soil and …