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        anchors_local: "essd.copernicus.org\nnorthern hemisphere in situ snow water equivalent dataset norswe 1979 2021\nmendeley <b>reddit</b> facebook linkedin",
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        desc: "Abstract. In situ observations of snow water equivalent (SWE) are critical for climate applications and resource management yet there is no global database of in situ SWE observations. We present a dataset the Northern Hemisphere in situ snow water equivalent dataset (NorSWE) consisting of over 11.5 ...",
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Northern Hemisphere in situ snow water equivalent dataset (NorSWE, 1979–2021) https://essd.copernicus.org/preprints/essd-2024-602/

Abstract. In situ observations of snow water equivalent (SWE) are critical for climate applications and resource management yet there is no global database of in situ SWE observations. We present a dataset the Northern Hemisphere in situ snow water equivalent dataset (NorSWE) consisting of over 11.5 ...

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        desc: "Abstract. Wildfires have a strong negative effect on the environment, ecology\nand public health. However, the potential degradation of mainstream global\nfire products leads to large uncertainty in the effective monitoring of wildfires and their influence. To fill this gap, we produced Fengyun-3D ...",
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    title: "The Fengyun-3D (FY-3D) global active fire product:  principle, methodology and validation",
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The Fengyun-3D (FY-3D) global active fire product: principle, methodology and validation https://essd.copernicus.org/articles/14/3489/2022/

Abstract. Wildfires have a strong negative effect on the environment, ecology and public health. However, the potential degradation of mainstream global fire products leads to large uncertainty in the effective monitoring of wildfires and their influence. To fill this gap, we produced Fengyun-3D ...

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        desc: "Abstract. Central Asia (referred to as CA) is one of the climate change hot spots due\nto the fragile ecosystems, frequent natural hazards, strained water\nresources, and accelerated glacier melting, which underscores the need of\nhigh-resolution climate projection datasets for application ...",
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HCPD-CA: high-resolution climate projection dataset in central Asia https://essd.copernicus.org/articles/14/2195/2022/

Abstract. Central Asia (referred to as CA) is one of the climate change hot spots due to the fragile ecosystems, frequent natural hazards, strained water resources, and accelerated glacier melting, which underscores the need of high-resolution climate projection datasets for application ...

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Countrywide Digital Surface Models and Vegetation Height Models from Historical Aerial Images https://essd.copernicus.org/preprints/essd-2024-428/

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        desc: "Abstract. Global tree species mapping using remote sensing data is vital for biodiversity monitoring, forest management, and ecological research. However, progress in this field has been constrained by the scarcity of large-scale, labeled datasets. To address this, we introduce GlobalGeoTree – a ...",
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GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification https://essd.copernicus.org/preprints/essd-2025-613/

Abstract. Global tree species mapping using remote sensing data is vital for biodiversity monitoring, forest management, and ecological research. However, progress in this field has been constrained by the scarcity of large-scale, labeled datasets. To address this, we introduce GlobalGeoTree – a ...

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GCL-Mascon2024: a novel satellite gravimetry mascon solution using the short-arc approach https://essd.copernicus.org/preprints/essd-2024-512/

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        desc: "Abstract. The integration of data from multiple satellite altimetry missions, each offering unique observational characteristics, has enabled us to discern both short-term variability and long-term climate trends affecting Greenland’s peripheral glaciers and the Greenland Ice Sheet (GrIS). Our ...",
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Elevation Change of the Greenland Ice Sheet and its Peripheral Glaciers: 1992–2023 https://essd.copernicus.org/preprints/essd-2024-311/

Abstract. The integration of data from multiple satellite altimetry missions, each offering unique observational characteristics, has enabled us to discern both short-term variability and long-term climate trends affecting Greenland’s peripheral glaciers and the Greenland Ice Sheet (GrIS). Our ...

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        anchors_local: "essd.copernicus.org\nsmoothed monthly greenland ice sheet elevation changes during 2003 2023\nmendeley <b>reddit</b> facebook linkedin",
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        desc: "Abstract. The surface elevation of the Greenland Ice Sheet is constantly changing due to the interplay between surface mass balance processes and ice dynamics, each exhibiting distinct spatiotemporal patterns. Here, we employ satellite and airborne altimetry data with fine spatial (1 km) and ...",
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Smoothed monthly Greenland ice sheet elevation changes during 2003–2023 https://essd.copernicus.org/preprints/essd-2024-348/

Abstract. The surface elevation of the Greenland Ice Sheet is constantly changing due to the interplay between surface mass balance processes and ice dynamics, each exhibiting distinct spatiotemporal patterns. Here, we employ satellite and airborne altimetry data with fine spatial (1 km) and ...

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        desc: "Abstract. Extreme precipitation events can lead to devastating floods, loss of life and severe infrastructure damage and are expected to increase in a warming world, highlighting the urgent need to quantify current-day and future extremes. Although intense precipitation extremes are generally better ...",
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EURO-SUPREME: sub-daily precipitation extremes in the EURO-CORDEX ensemble https://essd.copernicus.org/preprints/essd-2025-30/

Abstract. Extreme precipitation events can lead to devastating floods, loss of life and severe infrastructure damage and are expected to increase in a warming world, highlighting the urgent need to quantify current-day and future extremes. Although intense precipitation extremes are generally better ...

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        anchors_local: "essd.copernicus.org\nglobal high-resolution fire-sourced pm2 5 concentrations for 2000 2023\nmendeley <b>reddit</b> facebook linkedin",
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        desc: "Abstract. Fires are a significant disturbance in Earth’s systems. Smoke aerosols emitted from fires can cause environmental degradation and climatic perturbations, leading to exacerbated air pollution and posing hazards to public health. However, research on the climatic and health impacts of fire ...",
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Global high-resolution fire-sourced PM2.5 concentrations for 2000–2023 https://essd.copernicus.org/preprints/essd-2024-414/

Abstract. Fires are a significant disturbance in Earth’s systems. Smoke aerosols emitted from fires can cause environmental degradation and climatic perturbations, leading to exacerbated air pollution and posing hazards to public health. However, research on the climatic and health impacts of fire ...

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cigFacies: a massive-scale benchmark dataset of seismic facies and its application https://essd.copernicus.org/articles/17/595/2025/

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AQ-Bench: a benchmark dataset for machine learning on global air quality metrics https://essd.copernicus.org/articles/13/3013/2021/

Abstract. With the AQ-Bench dataset, we contribute to the recent developments towards shared data usage and machine learning methods in the field of environmental science. The dataset presented here enables researchers to relate global air quality metrics to easy-access metadata and to explore ...

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        desc: "Abstract. Glaciers, distinct from the Greenland and Antarctic ice sheets, play a crucial role in Earth&#x27;s climate system by affecting global sea levels, freshwater availability, nutrient and energy budgets and regional climate patterns. Accurate measurements of glacier mass changes are needed to ...",
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Annual mass changes for each glacier in the world from 1976 to 2023 https://essd.copernicus.org/preprints/essd-2024-323/

Abstract. Glaciers, distinct from the Greenland and Antarctic ice sheets, play a crucial role in Earth's climate system by affecting global sea levels, freshwater availability, nutrient and energy budgets and regional climate patterns. Accurate measurements of glacier mass changes are needed to ...

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RER2023: the landslide inventory dataset of the May 2023 Emilia-Romagna meteorological event https://essd.copernicus.org/articles/17/1055/2025/

Abstract. Landslide inventories play a vital role in assessing susceptibility, hazards, and risks and are essential for developing resilience strategies in mountainous areas. This importance is amplified in the context of climate change as existing inventories might not adequately reflect changing ...

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Estimation of CFC-11 emissions from coal combustion in China https://essd.copernicus.org/preprints/essd-2025-354/

Abstract. The trichlorofluoromethane (CFC-11) emission from its production and use (PAU) has drawn wide attention, while its combustion sources have been overlooked. This study identified CFC-11 emission factors (EFs) as 3.6, 3.2, and 0.025 mg kg⁻1 from the combustion of domestic chunk coal, ...

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Deployment of the C-band radar Poldirad on Barbados during EUREC4A https://essd.copernicus.org/articles/13/5899/2021/

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The complete 3-year dataset of 4STAR sky-scans from ORACLES 2016–2018 https://essd.copernicus.org/preprints/essd-2025-31/

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Mapping of sea ice concentration using the NASA NIMBUS 5 Electrically Scanning Microwave Radiometer ... https://essd.copernicus.org/articles/16/1247/2024/

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TPHiPr: a long-term (1979–2020) high-accuracy precipitation dataset (1∕30°, daily) for the ... https://essd.copernicus.org/articles/15/621/2023/

Abstract. Reliable precipitation data are highly necessary for geoscience research in the Third Pole (TP) region but still lacking, due to the complex terrain and high spatial variability of precipitation here. Accordingly, this study produces a long-term (1979–2020) high-resolution (1/30∘, ...

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Benchmark dataset for hydraulic simulations of flash floods in the French Mediterranean region https://essd.copernicus.org/preprints/essd-2024-472/

Abstract. The absence of validation or comparison data for verifying flood mapping methods poses a significant challenge in developing operational hydraulic approaches. This article aims to address this gap by presenting a benchmark dataset for flash flood mapping in the French Mediterranean region. ...