Large-scale deep learning based binary and semantic change detection in ultra high resolution remote sensing imagery: From benchmark datasets to urban …
With the acceleration of urban expansion, urban change detection (UCD), as a significant
and effective approach, can provide the change information with respect to geospatial …
and effective approach, can provide the change information with respect to geospatial …
Remote sensing approaches and mapping methods for monitoring soil salinity under different climate regimes
Soil salinization is one of the severe land-degradation problems due to its adverse effects on
land productivity. Each year several hectares of lands are degraded due to primary or …
land productivity. Each year several hectares of lands are degraded due to primary or …
Soil salinity analysis of Urmia Lake Basin using Landsat-8 OLI and Sentinel-2A based spectral indices and electrical conductivity measurements
Soil salinization is one of the significant soil degradation problems especially faced in arid
and semi-arid regions of the world. It poses a high threat to soil productivity in agricultural …
and semi-arid regions of the world. It poses a high threat to soil productivity in agricultural …
A deep learning convolutional neural network algorithm for detecting saline flow sources and mapping the environmental impacts of the Urmia Lake drought in Iran
Abstract Urmia Lake in Northern Iran is drying up, which is causing significant environmental
problems in the region, including saline storms that devastate agricultural land. We …
problems in the region, including saline storms that devastate agricultural land. We …
An automated deep learning convolutional neural network algorithm applied for soil salinity distribution mapping in Lake Urmia, Iran
Traditional soil salinity studies are time-consuming and expensive, especially over large
areas. This study proposed an innovative deep learning convolutional neural network (DL …
areas. This study proposed an innovative deep learning convolutional neural network (DL …
Land use/land cover change detection combining automatic processing and visual interpretation
JF Mas, R Lemoine-Rodríguez… - European Journal of …, 2017 - Taylor & Francis
This article presents a hybrid classification method combining image segmentation, GIS
analysis, and visual interpretation, and its application to elaborate a multi-date cartographic …
analysis, and visual interpretation, and its application to elaborate a multi-date cartographic …
Salinity-induced desertification in oasis ecosystems: Challenges and future directions
AM Ali, HM Salem - Environmental Monitoring and Assessment, 2024 - Springer
Salinity-induced desertification is a pressing environmental issue that poses a significant
threat to the sustainability of oasis ecosystems worldwide. These ecosystems are vital to the …
threat to the sustainability of oasis ecosystems worldwide. These ecosystems are vital to the …
Quantitative assessment of desertification in an arid oasis using remote sensing data and spectral index techniques
Desertification is an environmental problem worldwide. Remote sensing data and technique
offer substantial information for mapping and assessment of desertification. Desertification is …
offer substantial information for mapping and assessment of desertification. Desertification is …
Can palm date plantations and oasification be used as a proxy to fight sustainably against desertification and sand encroachment in hot drylands?
Using GIS and remote sensing tools, the current dissertation shows the impact of agricultural
mutation in drylands and highlights the effect of date palm (Phoenix dactylifera) plantations …
mutation in drylands and highlights the effect of date palm (Phoenix dactylifera) plantations …
Desiccation of a saline lake as a lock-in phenomenon: A socio-hydrological perspective
Understanding of how anthropogenic droughts occur in socio-hydrological systems is critical
in studying resilience of these systems. This is especially relevant when a “lock-in” toward …
in studying resilience of these systems. This is especially relevant when a “lock-in” toward …