2009-2018年间尼泊尔地区OLR异常信号数据集

2009-2018年尼泊尔地区OLR异常信号数据集是以尼泊尔2015年4月25日地震区域的NOAA卫星的射出长波辐射OLR（Outgoing Longwave Radiation）信号为数据源，通过随机过程中鞅理论算法进行数据挖掘而得到的。空间上，数据集覆盖了以尼泊尔地震震中(28.23&degN，84.73&degE)为中心的5行5列，共计25个网格。每个网格均为2.5&degx 2.5&deg，震中位于No.13 (25, 34)网格。时间上，定义每个年度是从上一年的9月28日到下一年的9月28日，共计366天。以每年的前50天作为起始数据，初始值均设为1。数据集包括2009-2018每年的尼泊尔地区OLR异常信号数据。数据集存储为1个.xls文件，数据量为3.92 MB。基于该数据集的研究论文《尼泊尔地震的 NOAA 卫星数据震前异常分析》发表在《地球信息科学学报》( 2018年20卷8期) 和《Relationship of Stress Changes and Anomalies in OLR Data of the Wenchuan and Lushan Earthquakes》发表在“IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing”( 2018年11卷8期)。

The OLR anomaly signal dataset for the Nepal region spanning 2009–2018 is constructed using NOAA satellite outgoing longwave radiation (OLR) signals collected from the area affected by the April 25, 2015 Nepal earthquake as the original data source, with data mining performed via the martingale theory algorithm in stochastic processes.

Spatially, this dataset covers a 5×5 grid system (totaling 25 grids) centered at the epicenter of the 2015 Nepal earthquake at (28.23°N, 84.73°E). Each grid has a spatial dimension of 2.5°×2.5°, and the epicenter is located in Grid No.13 (25, 34).

Temporally, each annual cycle is defined as the period from September 28 of the previous year to September 28 of the current year, totaling 366 days. The first 50 days of each annual cycle are used as the initial dataset, with all initial values set to 1.

The dataset contains OLR anomaly signal data for the Nepal region from 2009 to 2018. It is stored as a single .xls file with a size of 3.92 MB.

Two research papers based on this dataset have been published: "Pre-seismic Anomaly Analysis of NOAA Satellite Data for the Nepal Earthquake" was published in *Journal of Geo-information Science* (Vol.20, No.8, 2018), and "Relationship of Stress Changes and Anomalies in OLR Data of the Wenchuan and Lushan Earthquakes" was published in *IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing* (Vol.11, No.8, 2018).

搜集汇总

背景与挑战

背景概述

该数据集为2009-2018年间尼泊尔地区OLR异常信号数据集，基于NOAA卫星的OLR信号，使用martingale理论数据挖掘算法生成，覆盖25个网格，数据格式为.xls，大小为3.92 MB，并已用于两篇研究论文的发表。