datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
aorc-texas-downscaling
AORC Texas Climate Downscaling Benchmark
A benchmark dataset for statistical climate downscaling (super-resolution) based on NOAA AORC 1 km reanalysis data over Texas (2021–2024). The dataset supports training and evaluating models that reconstruct high-resolution (1 km) meteorological fields from coarsened low-resolution inputs at five scaling factors (2×, 4×, 8×, 16×, 32×).
Dataset Description
Field
Value
Source
NOAA Analysis of Record for Calibration (AORC)… See the full description on the dataset page: https://huggingface.co/datasets/oovanger/aorc-texas-downscaling.aorc-texas-downscaling
AORC Texas Climate Downscaling Benchmark
A benchmark dataset for statistical climate downscaling (super-resolution) based on NOAA AORC 1 km reanalysis data over Texas (2021–2024). The dataset supports training and evaluating models that reconstruct high-resolution (1 km) meteorological fields from coarsened low-resolution inputs at five scaling factors (2×, 4×, 8×, 16×, 32×).
Dataset Description
Field
Value
Source
NOAA Analysis of Record for Calibration (AORC)… See the full description on the dataset page: https://huggingface.co/datasets/pape-submission-0812/aorc-texas-downscaling.DOWNSCALINGEste dataset ha sido creado para el entrenamiento de modelos de Super-Resolución (SR) y tareas de downscaling. Contiene pares de imágenes de alta y baja resolución.
Repository Structure
trainset/ - 3000 training pairs (LR: 64x64, HR: 192x192)
testset/ - 500 test pairs
models_ESRGAN/ - Trained ESRGAN weights
models_SwinIR/ - Trained SwinIR weights
Source Code
Available at: https://github.com/crialejo24/DOWNSCALING
downscalingaorc-texas-downscaling-sample
AORC Texas Climate Downscaling Benchmark
A benchmark dataset for statistical climate downscaling (super-resolution) based on NOAA AORC 1 km reanalysis data over Texas (2021–2024). The dataset supports training and evaluating models that reconstruct high-resolution (1 km) meteorological fields from coarsened low-resolution inputs at five scaling factors (2×, 4×, 8×, 16×, 32×).
Dataset Description
Field
Value
Source
NOAA Analysis of Record for Calibration (AORC)… See the full description on the dataset page: https://huggingface.co/datasets/pape-submission-0812/aorc-texas-downscaling-sample.aorc-texas-downscaling-sample
AORC Texas Climate Downscaling Benchmark
A benchmark dataset for statistical climate downscaling (super-resolution) based on NOAA AORC 1 km reanalysis data over Texas (2021–2024). The dataset supports training and evaluating models that reconstruct high-resolution (1 km) meteorological fields from coarsened low-resolution inputs at five scaling factors (2×, 4×, 8×, 16×, 32×).
Dataset Description
Field
Value
Source
NOAA Analysis of Record for Calibration (AORC)… See the full description on the dataset page: https://huggingface.co/datasets/oovanger/aorc-texas-downscaling-sample.conditional-generative-downscalingclimate-downscaling-diffusion-checkpoint