Dataset of OLR Abnormal Signals in Nepal (2009-2018)
LIN Ling1KONG Xiangzeng1LI Nan2
1 College of Mathematics and Informatics，Fujian Normal University，Fuzhou 350117，China2 College of Computer and Information Sciences，Fujian Agriculture and Forestry University， Fuzhou 350002，China
DOI:10.3974/geodb.2019.05.11.V1
Published:Oct. 2019
Visitors：10629 Data Files Downloaded：29
Data Downloaded：113.88 MB Citations：
Key Words：
OLR,Nepal,Data Mining,abnormal signal,Journal of Geo-information Science,Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Abstract：
Dataset of OLR abnormal signals in Nepal from 2009 to 2018 is developed based on the OLR (Outgoing Longwave Radiation) signal of NOAA satellite in the earthquake zone of Nepal on April 25, 2015. This anomaly mining algorithm is a martingale theory data mining algorithm in stochastic process. Spatially, the dataset covers 25 grids with 5 rows and 5 columns centered on the epicenter of the Nepal earthquake (28.23°N, 84.73°E). Each grid is 2.5° x 2.5°, and the epicenter is located in No.13 (25, 34) grid. In terms of time, each year is defined as 366 days from September 28 of the previous year to September 28 of the next year. The data in the first 50 days of the year are used as the starting data, and the initial values are set as 1. The dataset includes yearly abnormal OLR signals in Nepal from 2009 to 2018. The dataset is archived in .xls format, consists one file with data size of 3.92 MB. Two research papers already published based on this dataset ( one on Pre-earthquake Anomaly Data Mining of Remote Sensing OLR in Nepal Earthquake published in “Journal of Geo-information Science”, Vol.20, No.8, 2018, and the other one on Relationship of Stress Changes and Anomalies in OLR Data of the Wenchuan and Lushan Earthquakes published in “IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing” Vol.11, No.8, 2018.Browse
Foundation Item：
Leading Project of Fujian Province (2019Y0008), National Natural Science Foundation of China(61772004, 41601477)
Data Citation：
LIN Ling, KONG Xiangzeng, LI Nan. Dataset of OLR Abnormal Signals in Nepal (2009-2018)[J/DB/OL]. Digital Journal of Global Change Data Repository, 2019. https://doi.org/10.3974/geodb.2019.05.11.V1.
LIN Ling, KONG Xiangzeng, LI Nan, et al. Dataset of OLR abnormal signals in Nepal (2009-2018) [J]. Journal of Global Change Data & Discovery, 2020, 4(1): 38-45. DOI: 10.3974/geodp.2020.01.06.
Related Publication：
Lin L., Kong X. Z., Li N., et al. Pre-earthquake anomaly data mining of remote sensing OLR in Nepal earthquake, Journal of Geo-information Science, 2018, 20(8): 1169-1177. DOI: 10.12082/dqxxkx.2018.170567.
Xiangzeng Kong, Nan Li, Ling Lin, Pan Xiong, Jun Qi. Relationship of Stress Changes and Anomalies in OLR Data of the Wenchuan and Lushan Earthquakes. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2018, 11(8): 2966–2976.
Data Product:
| ID |
Data Name |
Data Size |
Operation |
| 0 | Datapaper_OLRAbnormalSignalNepal_2009-2018.pdf | 457.00kb | DownLoad |
| 1 |
OLRAbnormalSignalNepal_2009-2018.xls |
4021.00KB |
|