Performance assessment of machine learning algorithms for mapping of land use/land cover using remote sensing data

Zeeshan Zafar, Muhammad Zubair, Yuanyuan Zha, +2

The Egyptian Journal of Remote Sensing and Space Science

Precision AgricultureEnvironmental MonitoringMachine LearningEngineeringLand Use +19

Predictive modeling of regional carbon storage dynamics in response to land use/land cover changes: An InVEST-based analysis

Zeeshan Zafar, Muhammad Zubair, Yuanyuan Zha, +4

Ecological Informatics

Invest-based AnalysisEngineeringLand UseEnvironmental Impact AssessmentCarbon Accounting +22

Advanced machine vision techniques for groundwater level prediction modeling geospatial and statistical research

Dai Xianglin, Aqil Tariq, Ahsan Jamil, +6

Advances in Space Research

EngineeringStatistical ResearchGeographySurface-water HydrologyRemote Sensing +3

Spatial Downscaling and Gap-Filling of SMAP Soil Moisture to High Resolution Using MODIS Surface Variables and Machine Learning Approaches over ShanDian River Basin, China

Adeel Ahmad Nadeem, Yuanyuan Zha, Liangsheng Shi, +5

Remote Sensing

Earth ObservationPrecision AgricultureEnvironmental MonitoringEngineeringLand Use +20

Assessment of urbanization impacts on vegetation cover in major cities of Pakistan: evidence from remotely sensed data

Zeeshan Zafar

GeoJournal

Urban Land UseUrban GeographyUrban ClimateVegetation CoverMajor Cities +12

Trend analysis of the decadal variations of water bodies and land use/land cover through MODIS imagery: an in-depth study from Gilgit-Baltistan, Pakistan

Zeeshan Zafar, Muhammad Sajid Mehmood, Muhammad İ̇rfan Ahamad, +5

Water Science & Technology Water Supply

Environmental MonitoringEngineeringGeomorphologyLand UseModis Imagery +17

Exploring Rangeland Dynamics in Punjab, Pakistan: Integrating LULC, LST, and Remote Sensing for Ecosystem Analysis (2000–2020)

Feng Li, Iram Naz, Abdul Quddoos, +4

Rangeland Ecology & Management

Landscape ProcessesEcosystem AnalysisEngineeringRangeland ProductivityBiogeography +11

Time Series Analyses and Forecasting of Surface Urban Heat Island Intensity Using ARIMA Model in Punjab, Pakistan

Muhammad Sajid Mehmood, Zeeshan Zafar, Muhammad Sajjad, +3

Land

EngineeringUrban TemperatureExtreme WeatherUrban Climate ImpactUrban Heat Island +21

Fostering deep learning approaches to evaluate the impact of urbanization on vegetation and future prospects

Zeeshan Zafar, Muhammad Sajid Mehmood, Zhai Shiyan, +3

Ecological Indicators

Evaluating land use/cover change associations with urban surface temperature via machine learning and spatial modeling: Past trends and future simulations in Dera Ghazi Khan, Pakistan

Muhammad Sajid Mehmood, Adnanul Rehman, Muhammad Sajjad, +4

Frontiers in Ecology and Evolution

EngineeringMachine LearningUrban ModellingLand UseUrban Climate Impact +24