livability
Multimodal_urban_livability_evaluation_dataset
Multimodal Urban Livability Evaluation Dataset
📝 Dataset Description
This multimodal dataset is designed for multi-task urban livability evaluation, combining remote sensing imagery (RS), digital surface models (DSM), night light remote sensing (NLRS) imagery, and point-of-interest (POI) text data to predict multiple aspects of urban livability.
It covers various urban areas in the Netherlands and provides a rich set of ground-truth labels for 6 dimensions of livability.… See the full description on the dataset page: https://huggingface.co/datasets/Vinjou/Multimodal_urban_livability_evaluation_dataset.alphaearth-livability-2020
AlphaEarth embeddings for urban livability evaluation (2020)
Precomputed AlphaEarth Foundations embeddings for the Leefbaarometer (LBM)
100 m × 100 m grid over the Netherlands, year 2020. These accompany the paper
Applying foundation model embeddings towards urban livability evaluation
(Khot, Zhou, Wang) and the code at
https://github.com/fresleven/embed-livability.
Contents
alphaearth_livability_2020.tar — 52,001 .npz files (~9.2 GB), one per grid
cell, named… See the full description on the dataset page: https://huggingface.co/datasets/akhot2/alphaearth-livability-2020.Livability_evaluation