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Updated: Jun 28, 2025

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
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Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon

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印度米佐拉姆的半十年土地使用土地覆盖面变化分析,使用机器学习算法进行地形校正

Priyanka Gupta1, Dericks Praise Shukla2

  • 1DExtER Lab, School of Civil and Environmental Engineering, A-11 Building, North Campus, IIT Mandi, Mandi, Himachal Pradesh, India, 175075.

Environmental science and pollution research international
|April 12, 2024
PubMed
概括

这项研究利用卫星图像和机器学习绘制了2000年至2020年间印度米佐拉姆的土地利用和土地覆盖面变化. 随机森林分类器在检测从密集森林到开放森林,农业和定居点的转移方面取得了最高的准确性.

关键词:
谷歌的地球引擎.在 LULC 绘制地图.机器学习是机器学习.米佐拉姆,印度东北部.随机森林 (RF) 是一个随机的森林.拓学纠正 拓学纠正 拓学纠正

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Plotting of Topographic Maps

Topographic maps represent the Earth's surface features using contour lines, which connect points of equal elevation to create a two-dimensional representation of three-dimensional terrain. Creating a topographic map requires a systematic approach.Begin by plotting a scaled grid and marking intersections corresponding to the survey's elevation data points. Assign elevation values at these intersections to build the base map. Next, determine contour levels using a consistent contour interval,...
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Topographic Surveying and Contours

Topographic surveying is critical for documenting the Earth's surface, focusing on capturing elevations, slopes, and natural and man-made features. It is essential in construction planning, water resource management, and land-use analysis. The primary outcome of such surveys is a topographic map, which uses contour lines to visually represent the shape and slope of the terrain, providing valuable insights into the landscape's characteristics.Contour lines are fundamental to understanding the...
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Methods of Obtaining Topography

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