[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 …

[HTML][HTML] Exploring spatiotemporal dynamics of NDVI and climate-driven responses in ecosystems: Insights for sustainable management and climate resilience

K Mehmood, SA Anees, A Rehman, A Tariq… - Ecological …, 2024 - Elsevier
Understanding the intricate relationship between climate variables and the Normalized
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

P Li, A Tariq, Q Li, B Ghaffar, M Farhan… - … Journal of Digital …, 2023 - Taylor & Francis
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 …

Analysing LULC transformations using remote sensing data: insights from a multilayer perceptron neural network approach

K Hussain, K Mehmood, S Yujun, T Badshah… - Annals of …, 2024 - Taylor & Francis
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 …

Monitoring and prediction of the LULC change dynamics using time series remote sensing data with Google Earth Engine

M Farhan, T Wu, M Amin, A Tariq, R Guluzade… - … of the Earth, Parts A/B/C, 2024 - Elsevier
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 …

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 …

The use of Multispectral Radio-Meter (MSR5) data for wheat crop genotypes identification using machine learning models

M Jamil, H Rehman, M Saqlain Zaheer, A Tariq… - Scientific Reports, 2023 - nature.com
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 …

Assessing climatic impacts on land use and land cover dynamics in Peshawar, Khyber Pakhtunkhwa, Pakistan: a remote sensing and GIS approach

RW Aslam, I Naz, A Quddoos, MR Quddusi - GeoJournal, 2024 - Springer
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 …

Evaluating land use and climate change impacts on Ravi river flows using GIS and hydrological modeling approach

S Ullah, U Ali, M Rashid, S Haider, O Kisi… - Scientific Reports, 2024 - nature.com
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 …

Scenario-Based Land Use and Land Cover Change Detection and Prediction Using the Cellular Automata–Markov Model in the Gumara Watershed, Upper Blue Nile …

H Belay, AM Melesse, G Tegegne - Land, 2024 - mdpi.com
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 …