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MSI-Net

The offical implementation of Building damage estimation in earthquake: A multi-scale interaction network with offset calibration and a change detection dataset

TUE-CD dataset

A change detection detection for building damage estimation after earthquake

Examples of TUE-CD dataset

image-20210228153142126 the dataset is avaliable at:https://pan.baidu.com/s/1FSQz4Dyi-gO0PzV-bu0E9A?pwd=tue1

The link of Google griver: https://drive.google.com/file/d/1tQFQQXOCkb-2iaF0NhB9u_O45db04HkD/view?usp=sharing

Introduction of the TUE-CD dataset

image-20210228153142126 To efficiently estimate the damage after earthquakes, we construct a TUE-CD dataset, in which the bi-temporal RS images are obtained by the WorldView-2 satellite from Turkey. Specifically, a devastating magnitude 7.8 earthquake struck the southern part of Turkey bordering Syria at 4.17 a.m. local time on Monday, 6 February 2023. The epicenter of the earthquake is located approximately 23 kilometers east of Nurdaji, Gaziantep province (37.174°N, 37.032°E), which is near the Syrian border. These regions has experienced the strongest earthquakes in this century. The damage caused by this quake has exceeded 104 billion dollars. According to the public RS images from Maxar, 1656 image patches with the size of 256×256 are prepared and cover the most severely affected areas shown in Fig. 6, such as Adiyaman, Kahramanmaras, Hatay, and Gaziantep. In the TUE-CD dataset, 2338 destroyed buildings are labeled.

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