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land cover mapping

Land cover mapping is a semantic segmentation problem: each pixel in an aerial or satellite image must be classified into one of several land cover classes. These classes describe the surface of the earth and are typically broad categories such as “forest” or “field”. High-resolution land cover data (≤1m / pixel) is essential in many sustainability-related applications. Its uses include informing agricultural best management practices, monitoring forest change over time and measuring urban sprawl. However, land cover maps quickly fall out of date and must be updated as construction, erosion, and other processes act on the landscape.

 

Source: 

Large Scale High-Resolution Land Cover Mapping with Multi-Resolution Data
Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Displaying 71 - 80 of 343
Conference Papers & Reports
May 2017
Global

Peer-reviewed publication
February 2017

The problem of separation (division) of land is one of the traditionally complex and, so far, unsolved problems. First, the problem of separation (division) of land in terms of the scientific approach should be solved using the methods of discrete mathematics, cluster analysis methods, theory-busting and other methods of mathematical statistics.

Peer-reviewed publication
February 2017

The state of land use, the main problems underlying the provision of legal regulation of agricultural land in terms of establishment and registration restrictions in the use of agricultural land. An improved procedure for the formation and registration of state environmental and technological limitations in the use of land.

Peer-reviewed publication
February 2017
Ukraine

In the paper all the main positive and negative factors in particular the rational use and protection of land are analyzed. The system of common environmental criteria optimization of land use in terms of radiation contamination is presented. The order and sequence of application of common environmental criteria of optimal land use in terms of radiation contamination are determined.

Peer-reviewed publication
February 2017

Getting the maximum economic effect on agricultural lands without environmental performance needs to restore these areas. The main objective of optimum utilization of land resources is a process of territorial organization, in which the need to apply the most effective option to use the whole complex of land resources for the greatest productive potential of agricultural land.

Peer-reviewed publication
February 2017
Ukraine

The management and evaluation of defense land was revealed in the article. Specific institution is the military institutе in the institutional framework for defense land. A special regime and zoning, evaluation, payment and exclusion conditions were established for these lands.

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