Arid
DOI10.1080/02626667.2019.1566727
Assessment of the geometry and volumes of small surface water reservoirs by remote sensing in a semi-arid region with high reservoir density
Pereira, Bruno1; Medeiros, Pedro2; Francke, Till3; Ramalho, Geraldo1; Foerster, Saskia4; De Araujo, Jose Carlos5
通讯作者Medeiros, Pedro
来源期刊HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
ISSN0262-6667
EISSN2150-3435
出版年2019
卷号64期号:1页码:66-79
英文摘要Water fluxes in highly impounded regions are heavily dependent on reservoir properties. However, for large and remote areas, this information is often unavailable. In this study, the geometry and volume of small surface reservoirs in the semi-arid region of Brazil were estimated using terrain and shape attributes extracted by remote sensing. Regression models and data classification were used to predict the volumes, at different water stages, of 312 reservoirs for which topographic information is available. The power function used to describe the reservoir shapes tends to overestimate the volumes; therefore, a modified shape equation was proposed. Among the methods tested, four were recommended based on performance and simplicity, for which the mean absolute percentage errors varied from 24 to 39%, in contrast to the 94% error achieved with the traditional method. Despite the challenge of precisely deriving the flooded areas of reservoirs, water management in highly reservoir-dense environments should benefit from volume prediction based on remote sensing.
英文关键词reservoir volume high-density reservoir network water height-area-volume curve semi-arid remote sensing
类型Article
语种英语
国家Brazil ; Germany
收录类别SCI-E
WOS记录号WOS:000458977900005
WOS关键词STORAGE CAPACITIES ; BRAZIL ; BASIN ; AVAILABILITY ; ENVIRONMENT ; IMPACT ; AREAS
WOS类目Water Resources
WOS研究方向Water Resources
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/216196
作者单位1.Fed Inst Educ Sci & Technol Ceara IFCE, Fortaleza, Ceara, Brazil;
2.Fed Inst Educ Sci & Technol Ceara IFCE, Maracanau, Brazil;
3.Univ Potsdam, Inst Earth & Environm Sci, Potsdam, Germany;
4.German Res Ctr Geosci GFZ, Remote Sensing Sect, Potsdam, Germany;
5.Fed Univ Ceara UFC, Dept Agr Engn, Fortaleza, Ceara, Brazil
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Pereira, Bruno,Medeiros, Pedro,Francke, Till,et al. Assessment of the geometry and volumes of small surface water reservoirs by remote sensing in a semi-arid region with high reservoir density[J],2019,64(1):66-79.
APA Pereira, Bruno,Medeiros, Pedro,Francke, Till,Ramalho, Geraldo,Foerster, Saskia,&De Araujo, Jose Carlos.(2019).Assessment of the geometry and volumes of small surface water reservoirs by remote sensing in a semi-arid region with high reservoir density.HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES,64(1),66-79.
MLA Pereira, Bruno,et al."Assessment of the geometry and volumes of small surface water reservoirs by remote sensing in a semi-arid region with high reservoir density".HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES 64.1(2019):66-79.
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