Comparison of three machine learning algorithms using google earth engine for land use land cover classification
Abstract Google Earth Engine (GEE) is presently the most innovative international open-
source platform for the advanced-level analysis of geospatial big data. In this study, we used …
source platform for the advanced-level analysis of geospatial big data. In this study, we used …
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 …
Assessment of future prediction of urban growth and climate change in district Multan, Pakistan using CA-Markov method
This research utilized remote sensing (RS) technology to analyze and monitor land use land
cover (LULC) and climate change. This work mainly involves three components:(i) …
cover (LULC) and climate change. This work mainly involves three components:(i) …
Identification and mapping 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 …
Evaluation of Land Use Land Cover Changes in Response to Land Surface Temperature With Satellite Indices and Remote Sensing Data
Q Zhao, M Haseeb, X Wang, X Zheng, Z Tahir… - Rangeland Ecology & …, 2024 - Elsevier
Land use and land cover (LULC) changes are known as the main factors causing soil
degradation, which presents considerable obstacles to maintaining soil quality and the …
degradation, which presents considerable obstacles to maintaining soil quality and the …
Land cover changes and carbon dynamics in Central India's dry tropical forests: A 25-year assessment and nature-based eco-restoration approaches
Anthropogenic land use and land cover changes are major drivers of environmental
degradation and declining soil health across heterogeneous landscapes in Central India. To …
degradation and declining soil health across heterogeneous landscapes in Central India. To …
[HTML][HTML] Factors influencing spatiotemporal cooling potential of blue–green infrastructure across diverse local climate zones—Case study of Wroclaw, Poland
G Budzik, P Krajewski, A Soszyńska… - Building and …, 2025 - Elsevier
The development of blue–green infrastructure (BGI) is essential for mitigating urban heat
islands; however, it encounters operational challenges that demand effective, locally …
islands; however, it encounters operational challenges that demand effective, locally …
A multi-scale analysis of the relationship between land surface temperature and PM2. 5 in different land use types
Z Li, W Wu, S Chen, Y Zhang, S Tian, L Li… - Journal of Cleaner …, 2024 - Elsevier
The high land surface temperature (LST) and fine particulate matter (PM 2.5) pose
significant threats to urban ecological environment. LST and PM 2.5 are closely related, and …
significant threats to urban ecological environment. LST and PM 2.5 are closely related, and …
[HTML][HTML] Towards sustainable transportation: A case study analysis of climate-responsive strategies in a developing nation
Abstract According to the Global Climate Risk Index, Pakistan is the fifth most vulnerable
nation in the world to climate change. The growing phenomena of climate change and …
nation in the world to climate change. The growing phenomena of climate change and …
Estimation of land surface temperature and LULC changes impact on groundwater resources in the semi-arid region of Madhya Pradesh, India
The land surface temperature (LST) changes influence on many factors such as land use
and land cover (LULC), vegetation and water resources etc. Now a day's urban population …
and land cover (LULC), vegetation and water resources etc. Now a day's urban population …