Spatial evapotranspiration, rainfall and land use data in water accounting–Part 1: Review of the accuracy of the remote sensing data
The scarcity of water encourages scientists to develop new analytical tools to enhance water
resource management. Water accounting and distributed hydrological models are examples …
resource management. Water accounting and distributed hydrological models are examples …
Application of GIS-based data driven random forest and maximum entropy models for groundwater potential map**: a case study at Mehran Region, Iran
Groundwater is considered as the most important natural resources in arid and semi-arid
regions. In this study, the application of random forest (RF) and maximum entropy (ME) …
regions. In this study, the application of random forest (RF) and maximum entropy (ME) …
Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an …
Watershed management decisions need robust methods, which allow an accurate predictive
modeling of pollutant occurrences. Random Forest (RF) is a powerful machine learning data …
modeling of pollutant occurrences. Random Forest (RF) is a powerful machine learning data …
Accuracy improvements to pixel-based and object-based lulc classification with auxiliary datasets from Google Earth engine
L Qu, Z Chen, M Li, J Zhi, H Wang - Remote Sensing, 2021 - mdpi.com
The monitoring and assessment of land use/land cover (LULC) change over large areas are
significantly important in numerous research areas, such as natural resource protection …
significantly important in numerous research areas, such as natural resource protection …
Comparison of gradient boosted decision trees and random forest for groundwater potential map** in Dholpur (Rajasthan), India
S Sachdeva, B Kumar - Stochastic Environmental Research and Risk …, 2021 - Springer
In the drought prone district of Dholpur in Rajasthan, India, groundwater is a lifeline for its
inhabitants. With population explosion and rapid urbanization, the groundwater is being …
inhabitants. With population explosion and rapid urbanization, the groundwater is being …
[HTML][HTML] Auxiliary datasets improve accuracy of object-based land use/land cover classification in heterogeneous savanna landscapes
Classifying land use/land cover (LULC) with sufficient accuracy in heterogeneous
landscapes is challenging using only satellite imagery. To improve classification accuracy …
landscapes is challenging using only satellite imagery. To improve classification accuracy …
Predictive modelling of gold potential with the integration of multisource information based on random forest: a case study on the Rodalquilar area, Southern Spain
Mineral exploration activities require robust predictive models that result in accurate
map** of the probability that mineral deposits can be found at a certain location. Random …
map** of the probability that mineral deposits can be found at a certain location. Random …
Assessing Regional Ecosystem Conditions Using Geospatial Techniques—A Review
Ecosystem conditions at the regional level are critical factors for environmental
management, public awareness, and land use decision making. Regional ecosystem …
management, public awareness, and land use decision making. Regional ecosystem …
Evaluating the impacts of land use/land cover changes across topography against land surface temperature in Cameron Highlands
The Cameron Highlands has experienced multiple land encroachment activities and
repeated deforestation, leading to extensive land-use and land-cover change (LULCC) …
repeated deforestation, leading to extensive land-use and land-cover change (LULCC) …
Evaluation of different machine learning methods for land cover map** of a Mediterranean area using multi-seasonal Landsat images and Digital Terrain Models
VF Rodriguez-Galiano… - International Journal of …, 2014 - Taylor & Francis
Land cover monitoring using digital Earth data requires robust classification methods that
allow the accurate map** of complex land cover categories. This paper discusses the …
allow the accurate map** of complex land cover categories. This paper discusses the …