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Dynamics of savanna clearing and land degradation in the newest agricultural frontier in Brazil

机译:巴西最新农业前沿的大草原清算与土地退化的动态

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We investigated the dynamics of savanna clearing and land degradation in the MATOPIBA region, the newest agricultural frontier over the Cerrado in Brazil. For geospatial analysis of the "big data," we used algorithms available on the Google Earth Engine (GEE) platform along with different satellite products. For the detection of vegetation clearing in the 1985-2018 period, we applied the LandTrendr algorithm to the normalized difference vegetation index (NDVI) obtained from Landsat satellite instruments. In the evaluation of land degradation (2001-2015), we used the Trends.Earth algorithm to analyze NDVI data calculated from the Moderate Resolution Imaging Spectroradiometer (MODIS). By combining different datasets into the analysis, we discussed the relationships among savanna clearings, land degradation, topographic attributes, and fire frequency. The results showed that the largest proportions of savanna clearing in the 1985-1990 period were detected in the south of MATOPIBA (mesoregions Ocidental do Tocantins and Extremo Oeste Baiano). The savanna clearing progressed toward the mesoregions Oriental do Tocantins, Sudoeste Piauiense, and Sul Maranhense between 1991 and 2005. Variations over time in cleared areas ranged from 0.086 Mha to 2.146 Mha per year, showing well-defined peaks in 1986, 1991, and 2012. The clearing events followed the soybean expansion, especially over flat terrains at high elevations. In addition to the spillover effects of the Amazon Soy Moratorium on the savannas, other political and economic factors promoted changes in cleared areas of MATOPIBA. Compared to the decade preceding the signature of the Amazon Soy Moratorium in 2006, the cleared area of MATOPIBA increased 41% in the 10-year post-moratorium period. In the other analysis, our Trends.Earth results showed that the largest proportions of land degradation areas, as proxied by the MODIS NDVI, were the Sudoeste Piauiense and Centro Maranhense. These mesoregions presented distinct patterns of precipitation and soil composition. The number of fire events increased with vegetation clearing. However, the amount of cleared areas correlated moderately with that of burned areas due to the multi-use of fire in the region. Finally, we observed that the amount of land-degraded areas increased with fire frequency over agricultural areas, but remained relatively stable over native vegetated areas. Results highlight the importance of satellite sensors and cloud-computing platforms to inspect long-term trajectories of land occupation and degradation over broad savanna areas.
机译:我们调查了在巴西的Cerrado最新的农业前沿Matopiba地区的大草原清算和土地退化的动态。对于“大数据”的地理空间分析,我们使用谷歌地球发动机(GEE)平台上可用的算法以及不同的卫星产品。在1985 - 2018年期间检测植被清除,我们将Landtrendr算法应用于从Landsat卫星仪器获得的标准化差异植被指数(NDVI)。在降解土地退化(2001-2015)的评估中,我们使用了趋势.Arth算法来分析由中等分辨率成像光谱仪(MODIS)计算的NDVI数据。通过将不同的数据集结合到分析中,我们讨论了大草原清除,土地退化,地形属性和灭火频率之间的关系。结果表明,在Matopiba南部(Mesoregions Ocidental Do Cocantins和极值Oeste Baiano)检测到1985 - 1990年期间最大的大草原清算量。 1991年至2005年间,萨米娜清算进入了Mesoregions Oriental,Sudoeste Piauiense和Sul Maranhense。随着时间的变化,清算区域的时间从0.086 MHA到2.146 MHA,在1986年,1991年和2012年展示了明确的峰值。清理事件遵循大豆扩张,特别是高海拔的平坦地带。除了亚马逊大豆暂停对大草原的溢出效应外,其他政治和经济因素促进了Matopiba清除区域的变化。与2006年亚马逊大豆暂停签署的十年相比,Matopiba的清算面积在暂停后10年期间增加了41%。在其他分析中,我们的趋势。结果表明,由Modis Ndvi代理的土地退化区域的最大比例是Sudoeste Piauiense和Centro Maranhense。这些中间体提出了沉淀和土壤组合物的不同模式。植被清除的火灾事件数量增加。然而,由于该地区多次火灾,所清除区域与烧坏区域相关的所清除区域。最后,我们观察到土地退化地区的数量随着农业领域的火频而增加,但对本地植物区仍然相对稳定。结果突出了卫星传感器和云计算平台的重要性,以检查土地占用和降解广阔的大草原地区的长期轨迹。

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