Land Use and Cover Changes in Brazilian Biomes between 1985 and 2018

Letícia F. Sartorio, Éder Leandro Bayer Maier
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Abstract

In the last decades, there have been changes in land use and cover in the Brazilian territory, many resulting from anthropic activities. However, these changes impact the environmental system, compromising biodiversity and ecological services. In this context, integrative geographic information about environmental changes in the Biomes allows the identification of the main Spatio-temporal changes in land use and cover and can contribute to efficient environment planning. Thus, this paper proposes to describe and synthesize the Spatio-temporal changes in Brazilian Biomes between 1985-2018 using spatial statistics techniques and Principal Component Analysis with data from the MapBiomas project. It has employed the Google Earth Engine and QGIS for the analysis, with emphasis on spatial statistics and Principal Components Analysis which enabled the identification of the main changes in land use and cover. From the Principal Components Analysis, it was possible to reduce the data set with 34 images to two Principal Components that represent significant percentages of the variance of the original database. The results showed that the Brazilian Biomes had undergone significant changes over 34 years. The main vectors that drove these transformations were anthropic activities, such as urban growth, the advancement of agriculture, and cattle ranching in the countryside. Amazon and Cerrado present the largest area altered in square kilometers. And the fastest changes occurred on Amazon, Cerrado, and Pantanal. This work presents a synthesis of the main patterns and spatial-temporal changes in the use and cover of Brazilian Biomes, which can assist in the national environmental planning.
1985 至 2018 年间巴西生物群落的土地利用和植被变化
在过去的几十年里,巴西领土上的土地利用和植被发生了变化,其中许多是人类活动造成的。然而,这些变化影响了环境系统,损害了生物多样性和生态服务。在这种情况下,有关生物群落环境变化的综合地理信息可以确定土地利用和植被的主要时空变化,有助于进行有效的环境规划。因此,本文建议使用空间统计技术和主成分分析法,利用 MapBiomas 项目的数据,描述和综合 1985-2018 年间巴西生物群落的时空变化。本文采用谷歌地球引擎和 QGIS 进行分析,重点关注空间统计和主成分分析,从而确定土地利用和植被的主要变化。通过主成分分析,可以将 34 幅图像的数据集缩减为两个主成分,这两个主成分在原始数据库的方差中占很大比例。结果显示,巴西生物群落在 34 年间发生了重大变化。推动这些变化的主要载体是人类活动,如城市发展、农业进步和农村放牧。以平方公里计算,亚马逊和塞拉多的变化面积最大。亚马逊、塞拉多和潘塔纳尔的变化最快。这项研究综述了巴西生物群落使用和覆盖的主要模式和时空变化,有助于国家环境规划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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