For proper planning of urban infrastructures such as road networks, pipelines, and other linear engineering structures, it is necessary to construct precise land use and land cover maps. Multiple attempts to develop land use land cover classification techniques have been made using various methods rang...
TheLand Cover Classification (Sentinel 2)deep learning model is developed to classify land cover. While it's designed to work in Europe, the model is seen to perform fairly well in other parts of the world like USA and India. The resultant land cover can be used for a variety of purposes...
It is found that the ecological and utilized area of the intertidal zone and neritic region should be combined with the island–continent part, and the distinct industrial type should be considered during the establishment of the rural island PLES classification system. ...
LAND-USE CLASSIFICATION J.A.LaGroJr., inEncyclopedia of Soils in the Environment, 2005 Plan Development and Implementation Land-use suitability is a function of the site's soil conditions, slopes,microclimate, and other biophysical and cultural attributes. Land-use plans locate proposed activities,...
Landslide susceptibility mapping based on self-organizing-map network and extreme learning machine. Eng. Geol. 223, 11-22. https://doi.org/10.1016/j.enggeo.2017.04.013 [44] Hungr, O., Leroueil, S., Picarelli, L., 2014. The Varnes classification of landslide types, an update. ...
Our map detects 1–5 cm/year subsidence in the Murray-Darling basin region which might be happening in the alluvial aquifers consisting of clay and silt43. In the South American continent, >1 cm/year subsidence has been mapped over small, irrigated regions in Argentina and Peru. In ...
The region is the most tropical of all the continents because it contains both the Tropic of Cancer and the Tropic of Capricorn (Fig. 8). Figure 8 Map of Africa including six selected regions. Full size image Africa's average annual precipitation is less than 700 mm year−1 and the ...
The Finnish National Land Survey has made its maps available through the Internet via the MapSite service. Since its launch in September 1996, the service has become a huge success. It has over 80,000 users and over 6 million hits in total, with an average of 75,000 hits a week....
This was confirmed even after removing the share of the classification due to the spatial resolution of the satellite data (from 10% to 30%). This underlines the effect of other agrosystems characteristics such as cloudiness, crop diversity, and calendar on the ability to perform accurately. All...
SVM classification for Sinop municipality in 2016. (1) Original map with masks; (2) original map with Bayesian smoothing and masks; (3) final map after applying the LUC Calculus and masks. Full size image Data Records The dataset provides annual land use and cover maps from 2001 to 2017 ...