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[HTML][HTML] Comparison of accuracy and reliability of random forest, support vector machine, artificial neural network and maximum likelihood method in land use/cover …
MS Chowdhury - Environmental Challenges, 2024 - Elsevier
Accurate land use and land cover (LULC) is crucial for sustainable urban planning and for
many scientific researches. However, the demand for accurate LULC maps is increasing; it …
many scientific researches. However, the demand for accurate LULC maps is increasing; it …
[HTML][HTML] Exploring spatiotemporal dynamics of NDVI and climate-driven responses in ecosystems: Insights for sustainable management and climate resilience
Understanding the intricate relationship between climate variables and the Normalized
Difference Vegetation Index (NDVI) is essential for effective ecosystem management. This …
Difference Vegetation Index (NDVI) is essential for effective ecosystem management. This …
Soil erosion assessment by RUSLE model using remote sensing and GIS in an arid zone
In this research, we used the Revised Universal Soil Loss Equation (RUSLE) and
Geographical Information System (GIS) to predict the annual rate of soil loss in the District …
Geographical Information System (GIS) to predict the annual rate of soil loss in the District …
Analysing LULC transformations using remote sensing data: insights from a multilayer perceptron neural network approach
The study examines the complex dynamics of changes in LULC over three decades,
focused on the years 1992, 2002, 2012, and 2022. The research highlights the significance …
focused on the years 1992, 2002, 2012, and 2022. The research highlights the significance …
Monitoring and prediction of the LULC change dynamics using time series remote sensing data with Google Earth Engine
Urbanization is a significant global problem affecting many regions facing climate change.
Land use land cover (LULC), land surface temperature (LST), urban sprawl, and significant …
Land use land cover (LULC), land surface temperature (LST), urban sprawl, and significant …
Identification and map** of groundwater recharge zones using multi influencing factor and analytical hierarchy process
F Meng, MI Khan, SAA Naqvi, A Sarwar, F Islam… - Scientific Reports, 2024 - nature.com
The management of groundwater systems is essential for nations that rely on groundwater
as the principal source of communal water supply (eg, Mohmand District of Pakistan). The …
as the principal source of communal water supply (eg, Mohmand District of Pakistan). The …
The use of Multispectral Radio-Meter (MSR5) data for wheat crop genotypes identification using machine learning models
Satellite remote sensing is widely being used by the researchers and geospatial scientists
due to its free data access for land observation and agricultural activities monitoring. The …
due to its free data access for land observation and agricultural activities monitoring. The …
Assessing climatic impacts on land use and land cover dynamics in Peshawar, Khyber Pakhtunkhwa, Pakistan: a remote sensing and GIS approach
This study investigates the land use and land cover (LULC) changes in Peshawar, Pakistan,
from 2002 to 2022, and their relationship with local climate patterns. Utilizing a combination …
from 2002 to 2022, and their relationship with local climate patterns. Utilizing a combination …
Evaluating land use and climate change impacts on Ravi river flows using GIS and hydrological modeling approach
The study investigates the interplay of land use dynamics and climate change on the
hydrological regime of the Ravi River using a comprehensive approach integrating …
hydrological regime of the Ravi River using a comprehensive approach integrating …
Scenario-Based Land Use and Land Cover Change Detection and Prediction Using the Cellular Automata–Markov Model in the Gumara Watershed, Upper Blue Nile …
Land use and land cover (LULC) change detection and prediction studies are crucial for
supporting sustainable watershed planning and management. Hence, this study aimed to …
supporting sustainable watershed planning and management. Hence, this study aimed to …