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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... -
Environmental data and image area measurements of different substrate types e...
This dataset contains the percentage coverage of different substrate types (live scleractinian corals, dead scleractinian framework, rubble, hard substrates and fine sediments)... -
Dense and taxonomically detailed habitat maps of coral reef benthos machine-g...
This dataset contains 248 benthic habitat maps, that were created from 31 underwater hyperspectral images captured with the HyperDiver device in 8 reef sites across the western... -
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... -
SDOstreamclust: Stream Clustering Robust to Concept Drift - Evaluation Tests
SDOstreamclust Evaluation Tests conducted for the paper: Stream Clustering Robust to Concept Drift. Please refer to: Iglesias Vazquez, F., Konzett, S., Zseby, T., & Bifet,... -
MAAT, MAP and pH in soils and peats
Branched glycerol dialkyl glycerol tetraethers (brGDGTs) are a family of bacterial lipids which have emerged over time as robust temperature and pH paleoproxies in continental... -
Adaptive pruning for increased robustness and reduced computational overhead ...
<p>Gaussian process (GP) regression provides a strategy for accelerating saddle point searches on high-dimensional energy surfaces by reducing the number of times the... -
Predicting the structure and swelling of microgels with different crosslinker...
<p>Microgels made of poly(<span>N</span>-isopropylacrylamide) are the prototype of soft, thermoresponsive particles widely used to study fundamental problems... -
Training Data and Models for the paper: Data-efficient U-Net for Segmentation...
This dataset contains scanning electron microscopy (SEM) images of steel alloys, including paired secondary electron (SE2) and in-lens (InLens) channels, with corresponding...
