[HTML][HTML] Integration of machine learning and remote sensing for above ground biomass estimation through Landsat-9 and field data in temperate forests of the …

SA Anees, K Mehmood, WR Khan, M Sajjad… - Ecological …, 2024 - Elsevier
Accurately estimating aboveground biomass (AGB) in forest ecosystems facilitates efficient
resource management, carbon accounting, and conservation efforts. This study examines …

[HTML][HTML] Unveiling fractional vegetation cover dynamics: A spatiotemporal analysis using modis ndvi and machine learning

SA Anees, K Mehmood, A Rehman, NU Rehman… - Environmental and …, 2024 - Elsevier
Understanding the dynamics of Fractional Vegetation Cover (FVC) is crucial for effective
environmental monitoring and management, especially in regions like Pakistan that are …

Assessing forest fragmentation due to land use changes from 1992 to 2023: A spatio-temporal analysis using remote sensing data

K Hussain, K Mehmood, SA Anees, Z Ding… - Heliyon, 2024 - cell.com
The increasing pressures of urban development and agricultural expansion have significant
implications for land use and land cover (LULC) dynamics, particularly in ecologically …

[HTML][HTML] Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions

K Mehmood, SA Anees, A Rehman, NU Rehman… - Trees, Forests and …, 2024 - Elsevier
Elevation gradients significantly influence net primary productivity (NPP), but the relationship
between elevation, climate variables, and vegetation productivity remains underexplored …

[HTML][HTML] Spatiotemporal analysis of surface Urban Heat Island intensity and the role of vegetation in six major Pakistani cities

SA Anees, K Mehmood, SIH Raza, S Pfautsch… - Ecological …, 2025 - Elsevier
Abstract The Urban Heat Island (UHI) phenomenon exacerbates thermal discomfort in urban
areas and significantly contributes to urban overheating when combined with climate …

[HTML][HTML] Comparative study of multiple algorithms classification for land use and land cover change detection and its impact on local climate of Mardan district …

N Nuthammachot, MZ Ali - Environmental Challenges, 2025 - Elsevier
Land use and land cover (LULC) changes significantly impact global climate change,
resource management, and sustainability. This study aims to evaluate the performance of …

Spatiotemporal dynamics of vegetation cover: integrative machine learning analysis of multispectral imagery and environmental predictors

SA Anees, K Mehmood, WR Khan, F Shahzad… - Earth Science …, 2025 - Springer
This study investigates the spatiotemporal dynamics of Fractional vegetation cover (FVC)
influenced by environmental changes across diverse landscapes. High-resolution …

Modeling spatiotemporal land use/land cover dynamics by coupling multilayer perceptron neural network and cellular automata markov chain algorithms in the Wabe …

Y Mathewos, B Abate, M Dadi… - Environmental Research …, 2024 - iopscience.iop.org
Abstract Land Use/Land Cover (LULC) change has been a substantial environmental
concern, hindering sustainable development over the past few decades. To that end …

Watermarking algorithm for remote sensing images based on ring-shaped template watermark and multiscale LCM

Q Zhou, H Sun, X Pang, C Ai, X Zhu, C Zhu… - Remote …, 2024 - search.proquest.com
Identifying template watermarks under severe geometric distortions is a significant scientific
problem in the current watermarking research for remote sensing images. We propose a …

[HTML][HTML] Quantifying sustainable urbanization by predictive modeling for better agricultural management: A case study in the South Asiatic Region

K Ali, JA Shah, S Ullah, ST Raza - Heliyon, 2025 - cell.com
Global population growth and uncontrolled are creating threats to agricultural land. To
address urbanization, proactive planning is required. Land use and land cover (LULC) …