Flood inundation mapping and monitoring in Kaziranga National Park, Assam using Sentinel-1 SAR data

被引:61
作者
Borah, Suranjana B. [1 ]
Sivasankar, Thota [1 ]
Ramya, M. N. S. [2 ]
Raju, P. L. N. [1 ]
机构
[1] Govt India, Dept Space, NESAC, Shillong, Meghalaya, India
[2] VR Siddhartha Engn Coll, Vijayawada, Andhra Pradesh, India
关键词
Flood; Inundation mapping; SAR; Kaziranga National Park; Sentinel-1; WATER INDEX NDWI; WETLAND;
D O I
10.1007/s10661-018-6893-y
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Satellite-based flood assessment for extent and severity is very crucial input before, during, and after a flood event has occurred. Though optical remote sensing data has been widely used for flood hazard mapping, Synthetic Aperture Radar (SAR) data is preferred for detecting inundated areas and providing reliable information during a flood event due to its capability to operate in all weather and day/night time. Availability of cloud-free optical images during monsoon over north eastern India is a rarity. SAR data also has the advantage of detecting inundation under vegetated areas due to its penetration capabilities and sensitivity to soil moisture. The present study is an attempt to use SAR data for flood monitoring of the Kaziranga National Park (KNP) during monsoon, 2017. Every year, animals are washed away by floods and most of them migrate to higher grounds in order to escape from the rising water levels. Flooding events are common in the study area during the monsoon season due to high rainfall and its close proximity to the Brahmaputra River. Dual polarized (VV and VH) Sentinel-1 SAR images obtained for the entire monsoon period in 2017 were used to create inundation maps of the KNP. Two flood waves were observed in July and August, the second of which is considered to be one of the worst flooding events inundating most areas of the park. The use of SAR data for monitoring of flood events can be very crucial for identifying locations for building animal shelters and finding routes for rescue and relief operations during the disaster.
引用
收藏
页数:11
相关论文
共 50 条
[41]   Monitoring glacial lake outburst flood susceptibility using Sentinel-1 SAR data, Google Earth Engine, and persistent scatterer interferometry [J].
Wangchuk, Sonam ;
Bolch, Tobias ;
Robson, Benjamin Aubrey .
REMOTE SENSING OF ENVIRONMENT, 2022, 271
[42]   Deformation monitoring using Persistent Scatterer Interferometry and Sentinel-1 SAR data [J].
Devanthery, Nuria ;
Crosetto, Michele ;
Cuevas-Gonzalez, Maria ;
Monserrat, Oriol ;
Barra, Anna ;
Crippa, Bruno .
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016, 2016, 100 :1121-1126
[43]   Monitoring of Plastic Islands in River Environment Using Sentinel-1 SAR Data [J].
Simpson, Morgan David ;
Marino, Armando ;
de Maagt, Peter ;
Gandini, Erio ;
Hunter, Peter ;
Spyrakos, Evangelos ;
Tyler, Andrew ;
Telfer, Trevor .
REMOTE SENSING, 2022, 14 (18)
[44]   Flood Monitoring Using Sentinel-1 SAR for Agricultural Disaster Assessment in Poyang Lake Region [J].
Li, Hengkai ;
Xu, Zikun ;
Zhou, Yanbing ;
He, Xiaoxing ;
He, Minghua .
REMOTE SENSING, 2023, 15 (21)
[45]   Flood Monitoring in Rural Areas of the Pearl River Basin (China) Using Sentinel-1 SAR [J].
Qiu, Junliang ;
Cao, Bowen ;
Park, Edward ;
Yang, Xiankun ;
Zhang, Wenxin ;
Tarolli, Paolo .
REMOTE SENSING, 2021, 13 (07)
[46]   Monitoring Plastic Accumulations in a River Environment Using Machine Learning on Sentinel-1 SAR Data [J].
da Costa, Tomas Soares ;
Felicio, Joao M. ;
Matos, Sergio A. ;
Costa, Jorge R. ;
Fernandes, Carlos A. ;
Fonseca, Nelson J. G. .
2025 19TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION, EUCAP, 2025,
[47]   FLOOD DETECTION IN NORWAY BASED ON SENTINEL-1 SAR IMAGERY [J].
Reksten, J. H. ;
Salberg, A-B ;
Solberg, R. .
ISPRS ICWG III/IVA GI4DM 2019 - GEOINFORMATION FOR DISASTER MANAGEMENT, 2019, 42-3 (W8) :349-355
[48]   Rapid Flood Mapping and Evaluation with a Supervised Classifier and Change Detection in Shouguang Using Sentinel-1 SAR and Sentinel-2 Optical Data [J].
Huang, Minmin ;
Jin, Shuanggen .
REMOTE SENSING, 2020, 12 (13)
[49]   Nation-Scale Mapping of Coastal Aquaculture Ponds with Sentinel-1 SAR Data Using Google Earth Engine [J].
Sun, Zhe ;
Luo, Juhua ;
Yang, Jingzhicheng ;
Yu, Qiuyan ;
Zhang, Li ;
Xue, Kun ;
Lu, Lirong .
REMOTE SENSING, 2020, 12 (18)
[50]   CHANGE DETECTION BASED FLOOD MAPPING OF 2015 FLOOD EVENT OF CHENNAI CITY USING SENTINEL-1 SAR IMAGES [J].
Vanama, Venkata Sai Krishna ;
Rao, Y. S. .
2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, :9729-9732