Andaleeb Yaseen
YOU?
Author Swipe
View article: Optimising Deep Learning-Based Segmentation of Crop and Soil Marks with Spectral Enhancements on Sentinel-2 Data
Optimising Deep Learning-Based Segmentation of Crop and Soil Marks with Spectral Enhancements on Sentinel-2 Data Open
This study presents the first systematic investigation into the influence of spectral enhancement techniques on the segmentation accuracy of specific soil and vegetation marks associated with palaeochannels. These marks are often subtle an…
View article: From Data to Decision: Interpretable Machine Learning for Predicting Flood Susceptibility in Gdańsk, Poland
From Data to Decision: Interpretable Machine Learning for Predicting Flood Susceptibility in Gdańsk, Poland Open
Flood susceptibility prediction is complex due to the multifaceted interactions among hydrological, meteorological, and urbanisation factors, further exacerbated by climate change. This study addresses these complexities by investigating f…
View article: Machine Learning-Based Wetland Vulnerability Assessment in the Sindh Province Ramsar Site Using Remote Sensing Data
Machine Learning-Based Wetland Vulnerability Assessment in the Sindh Province Ramsar Site Using Remote Sensing Data Open
Wetlands provide vital ecological and socioeconomic services but face escalating pressures worldwide. This study undertakes an integrated spatiotemporal assessment of the multifaceted vulnerabilities shaping Khinjhir Lake, an ecologically …
View article: A comparative analysis of methods and tools for low impact development (LID) site selection
A comparative analysis of methods and tools for low impact development (LID) site selection Open
The site selection for Low Impact Development (LID) practices is a significant process. It affects the effectiveness of LID in controlling stormwater surface runoff, volume, flow rate, and infiltration. This research paper presents a compr…
View article: Integrated Assessment and Geostatistical Evaluation of Groundwater Quality through Water Quality Indices
Integrated Assessment and Geostatistical Evaluation of Groundwater Quality through Water Quality Indices Open
This study undertook an assessment of 24 physiochemical parameters at over 1094 sites to compute the water quality index (WQI) across the upper and central Punjab regions of Pakistan. Prior to the WQI calculation, an analytical hierarchy p…
View article: Monitoring the population change and urban growth of four major Pakistan cities through spatial analysis of open source data
Monitoring the population change and urban growth of four major Pakistan cities through spatial analysis of open source data Open
Cities are complex and dynamic entities in close proximity of people, implying multi temporal observations to analyse and understand the urban context. At present, open-source data and geospatial intelligence are becoming the important mea…
View article: Flood Susceptibility Mapping in Arid Region of Pakistan through ensemble Machine Learning Model.
Flood Susceptibility Mapping in Arid Region of Pakistan through ensemble Machine Learning Model. Open
Floods are among the most destructive natural hazards. Therefore, their prediction is pivotal for flood management and public safety. Factors contributing to flooding are different for every region as they depend upon the characteristics o…