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Detailed tree inventory and area coverage of remote mangrove forests (species...
This dataset contains detailed inventories of 7 large plots of mangrove forests in the Utría National Park in the Colombian Pacific Coast. The inventory consists of individual... -
Climate data for adaptation and vulnerability assessments (SWE) – west
The ClimAVA_SWE data set — where ClimAVA stands for Climate Data for Adaptation and Vulnerability Assessments — provides high-resolution (4 km) future climate projections... -
Clusters of atmopsheric and oceanic variables and teleconnections that are ca...
This project provides the dataset employed for the development of a machine learning framework designed to detect and interpret Tropical Cyclone Genesis (TCG) activity across... -
Near-surface air temperature dataset for the Qinghai-Tibet Plateau (2019) der...
This dataset provides high-resolution (30 m) spatialized near-surface air temperature products for the Qinghai-Tibet Plateau, updated using thermal infrared remote sensing data... -
Sentinel-3 OLCI daily averaged earth observation data of water constituents (...
Satellite remote sensing enables global monitoring of water quality in freshwater and marine ecosystems. However, consistent data quality is a challenge due to variations in the... -
Spatial distribution of air temperature in high-elevation glacierized regions...
This experiment contains 30-meter resolution near-surface air temperature datasets for four glacier regions (Guliya, Aru, Naimona’nyi, Dunde) on the Qinghai-Tibet Plateau,... -
HadEX-CAM dataset: original and deep learning infilled TX90p, TN90p, TX10p, T...
The HadEX-CAM dataset contains four land-based extreme indices (TX90p, TN90p, TX10p, TN10p) for the European region. The original dataset (containing missing values) has been... -
Spatialization of near-surface air temperature and updating based on thermal ...
The Qinghai-Tibet Plateau, known for its high altitude, cold climate, and fragile ecosystem, presents unique challenges and opportunities for the implementation of an... -
Climate data for adaptation and vulnerability assessments — northwest
Climate data for adaptation and vulnerability assessments — northwest (ClimAVA-NW) provides bias-corrected, downscaled daily climatic data at ~4km spatial resolution from 17... -
Sentinel-3 OLCI daily averaged earth observation data of water constituents
Sentinel-3 OLCI images processed with the Atmospheric Correction for Optical Water Types, A4O [Hieronymi et al. in prep & 2023], and the water algorithm OLCI Neural Network... -
IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI - data
IceCloudNet is a novel method based on machine learning able to obtain high quality vertically resolved predictions for ice water content and ice crystal number concentration of... -
Temperature Humidity Index GDDP-NEX-CMIP6 ML projections
The experiment conducted aimed to enhance the temporal resolution of climate projections for agricultural applications by using machine learning to downscale daily... -
Climate data for adaptation and vulnerability assessments — southwest
Climate data for adaptation and vulnerability assessments — southwest (ClimAVA-SW) provides bias-corrected, downscaled daily climatic data at ~4km spatial resolution from 17... -
Data for Upscaling mineralogy with hyperspectral data: a benchmark dataset an...
Mineral liberation analysis (MLA) dataset accompanying the paper: Upscaling mineralogy with hyperspectral data: a benchmark dataset and machine learning framework to enable... -
AiiDA-TrainsPot: Towards automated training of neural-network interatomic pot...
<p>Crafting neural-network interatomic potentials (NNIPs) remains a complex task, demanding specialized expertise in both machine learning and electronic-structure... -
Datasets for "Bioacoustic raw-audio transformer is invariant to input sample ...
This repository contains a dataset of audio files containing meerkat and bird vocalizations used for training machine learning classifiers. It was created for the study... -
Software publication: Range-shift prediction with prompt gamma timing in clin...
Satz von Skripten zur Verarbeitung von PGT Daten, sowie Ausführung einer Machine-learning Pipeline und Modellauswertung. -
Benchmarking physics-inspired machine learning models for transition metal co...
<p>Physics-inspired machine learning (ML) models can be categorized into two classes: those relying solely on three-dimensional structure and those incorporating... -
Integration DeepLabv3+ applied to RGB images and vegetation indices for nitro...
This RGB image dataset was acquired with 3 smartphones (Samsung Galaxy A12, Xiaomi Redmi Note 4, Xiaomi Redmi Note 11) on 3 dates (2024/03/21 ; 2024_04_08 and 2024_04_22) at... -
Synset Boulevard
The Synset Boulevard dataset is designed for the task of vehicle make and model recognition (VMMR), and is—to the best of our knowledge—the first entirely synthetically...
