Spatial-temporal dynamics of rainfall erosivity in the state of Espirito Santo (Brazil) from remote sensing data

被引:4
|
作者
Moreira, Luana Lavagnoli [1 ]
Novais, Rafael Rezende [2 ]
Schwamback, Dimaghi [3 ]
de Carvalho Junior, Salomao Martins [4 ]
机构
[1] Univ Fed Rio Grande do Sul, Inst Hydraul Res, Porto Alegre, RS, Brazil
[2] Celulose Nipo Brasileira, Ipatinga, Brazil
[3] Univ Sao Paulo, Dept Hydraul & Sanitat, Sao Paulo, Brazil
[4] Fed Inst Educ Sci & Technol Espirito Santo, Vitoria, ES, Brazil
关键词
TRMM satellite; Erosion; Precipitation; Geoprocessing techniques; SOIL-EROSION; PRECIPITATION ANALYSIS; EXTREME PRECIPITATION; TRMM SATELLITE; LARGE-SCALE; APPLICABILITY; MANAGEMENT; AREAS; BASIN; RISK;
D O I
10.1108/WJSTSD-08-2019-0059
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Purpose The most common methodology to estimate erosivity is using rainfall data obtained from rain monitoring stations. However, the quality of this estimation may be compromised due to low density, operational problems and maintenance cost of rainfall monitoring stations, common problem encountered in developing countries such as Brazil. The objective of this study was to evaluate the applicability of pluviometric data obtained by TRMM satellite images for the spatiotemporal characterization of erosivity in the state of Espirito Santo (Brazil). Design/methodology/approach For this, rainfall data and annual and monthly erosivities of 71 rainfall stations were statistically compared with those from TRMM images. Findings For this, rainfall data and annual and monthly erosivities of 71 rainfall stations were statistically compared with those from TRMM images. The estimate proved that TRMM is efficient since the NSE values were higher than 0.70 and the coefficient of determination was higher than 0.77 for monthly and annual erosivities, but in most months and yearly, erosivity was overestimated. Practical implications The use of satellite images to estimate rainfall allowed the spatial representation over time (months) of the oscillating degree of erosivity in the state of Espirito Santo (Brazil). The spatialization may provide an identification of areas and periods in which are essential for the implementation of land use management in order to minimize environmental problems related to soil loss. Originality/value The technique applied may be an alternative to overcome common problems on rainfall monitoring station, such as low density, low data reliability, high manutention and maintenance cost and operational problems.
引用
收藏
页码:297 / 309
页数:13
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