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Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Post-processed dataset for SlideDetect: Spatio-Temporal Landslide Detection Using a Three Dimensional Convolutional Neural Network

Authors: Sutton, Max;

Post-processed dataset for SlideDetect: Spatio-Temporal Landslide Detection Using a Three Dimensional Convolutional Neural Network

Abstract

This zipfile contains data to accompany SlideDetect: Spatio-Temporal Landslide Detection Using a Three Dimensional Convolutional Neural Network This repository contains processed data used to train a 3D convolutional neural network to detect landslides in satellite imagery, as follows: - images.npy: processed 4-band RGBA imagery for the study area - images_land_cover.npy: processed 13-band imagery for study area, with the RGBA imagery for the first 4 bands, and 1-hot encoding of land cover as the final 9 bands. - image_stack_indices.npy: list of indices of 4-D temporal image stacks used in model training. Indices are stored in the format [xstart, xstop, ystart, ystop, zstart, zstop] - labels.npy: processed ground-truth data used to train the model. Array is the 1-band image stack in same shape as images.npy, but with a binary label indicating whether a new landslide occurs at that location and time stamp.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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Average