cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.2909/8111fc53-934b-4e6a-afc7-d11664c5ebc3
title: Forest Type 2015 (raster 100 m), Europe, 3-yearly, Apr. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.2909/894c9189-b35f-4ced-8bd2-12ed6b72fa4c
title: Forest Type 2012 (raster 20 m), Europe, 3-yearly, Apr. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.6084/m9.figshare.23808258
title: ECPC-IDS

description: ECPC-IDS contains a total of 7159 images in two formats, PNG and DICOM formats, and 3579 XML files with annotation information.This is the first publicly available dataset of endometrial cancer with a large number of multiple images, including a large amount of information required for image and target detection. ECPC-IDS can aid researchers in exploring new algorithms to enhance computer-assisted technology.
DOI: 10.2909/8367f5f3-5eb1-4d89-ae8d-13a70fc834e0
title: Forest Type 2012 (raster 100 m), Europe, 3-yearly, Apr. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012 and 2015 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.2909/486f77da-d605-423e-93a9-680760ab6791
title: Tree Cover Density 2018 (raster 10 m), Europe, 3-yearly, Sep. 2020

description: This metadata refers to the HRL Forest 2018 primary status layer Tree Cover Density (TCD). The TCD raster product provides information on the proportional crown coverage per pixel at 10m spatial resolution and ranges from 0% (all non-tree covered areas) to 100%, whereby Tree Cover Density is defined as the "vertical projection of tree crowns to a horizontal earth’s surface“. The production of the High Resolution Forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme. The HRL Forest product consists of 3 types of (status) products and additional change products. The status products are available for 2012, 2015, and 2018 reference years: 1. Tree cover density (TCD) (level of tree cover density in a range from 0-100%) 2. Dominant leaf type (DLT) (broadleaved or coniferous majority) 3. Forest type product (FTY). The forest type product allows to get as close as possible to the FAO forest definition. In its original (10m (2018) / 20m (2012, 2015)) resolution it consists of two products: a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps (now only available on demand), based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and imperviousness 2009 data). For the final 100 m product trees under agricultural use and urban context from the support layer are removed. NEW for 2018: the 10m 2018 reference year FTY product now also has the agricultural/urban trees removed. In the past this was done only for the 100m product, now it is consistently applied for both the 10m and the 100m FTY products. This dataset is provided as 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles grouped according to the EEA38 countries and the United Kingdom.
DOI: 10.2909/c7bf34ea-755c-4dbd-85b6-4efc5fd302a2
title: Tree Cover Density 2018 (raster 100 m), Europe, 3-yearly, Sep. 2020

description: This metadata refers to the HRL Forest 2018 primary status layer Tree Cover Density (TCD). The TCD raster product provides information on the proportional crown coverage per pixel at 10m spatial resolution and ranges from 0% (all non-tree covered areas) to 100%, whereby Tree Cover Density is defined as the "vertical projection of tree crowns to a horizontal earth’s surface“. The production of the High Resolution Forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme. The HRL Forest product consists of 3 types of (status) products and additional change products. The status products are available for 2012, 2015, and 2018 reference years: 1. Tree cover density (TCD) (level of tree cover density in a range from 0-100%) 2. Dominant leaf type (DLT) (broadleaved or coniferous majority) 3. Forest type product (FTY). The forest type product allows to get as close as possible to the FAO forest definition. In its original (10m (2018) / 20m (2012, 2015)) resolution it consists of two products: a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps (now only available on demand), based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and imperviousness 2009 data). For the final 100 m product trees under agricultural use and urban context from the support layer are removed. NEW for 2018: the 10m 2018 reference year FTY product now also has the agricultural/urban trees removed. In the past this was done only for the 100m product, now it is consistently applied for both the 10m and the 100m FTY products. This metadata corresponds to the 100 meter aggregate raster, derived through spatial aggregation from the 10m status layer. It is provided as a full mosaic covering EEA38 countries and the United Kingdom.
DOI: 10.25380/iastate.23669328
title: Images and annotations of <em>Puccinia sorghi</em> infected maize leaves

description: The data within this repository contains all of the training and testing data used to train and evaluate 70 U-Net neural network models that were developed to quantify common rust symptoms, as caused by the rust fungus Puccinia sorghi, on maize leaves. This data was originally used to test the effect of the types of training data used, increasing amounts of training data, and two threshold strategies. Each image has a corresponding annotation file that contains the region coordinates for common rust pustules. The evaluation files contain the neural network model output for a given training strategy. As each model was tested at two thresholds, there are 140 total evaluation files.Commercial licensing enquiries should be directed to the Iowa State University Office of Innovation Commercialization at: licensing@iastate.edu, or 515-294-4740
DOI: 10.25380/iastate.23669328.v1
title: Images and annotations of <em>Puccinia sorghi</em> infected maize leaves

description: The data within this repository contains all of the training and testing data used to train and evaluate 70 U-Net neural network models that were developed to quantify common rust symptoms, as caused by the rust fungus Puccinia sorghi, on maize leaves. This data was originally used to test the effect of the types of training data used, increasing amounts of training data, and two threshold strategies. Each image has a corresponding annotation file that contains the region coordinates for common rust pustules. The evaluation files contain the neural network model output for a given training strategy. As each model was tested at two thresholds, there are 140 total evaluation files.Commercial licensing enquiries should be directed to the Iowa State University Office of Innovation Commercialization at: licensing@iastate.edu, or 515-294-4740
DOI: 10.6084/m9.figshare.19663062
title: Rheum tanguticum Genome

description: Rheum tanguticum genome assembly and annotation information.
DOI: 10.6084/m9.figshare.19663062.v1
title: Rheum tanguticum Genome

description: Rheum tanguticum genome assembly and annotation information.
DOI: 10.2909/8bfbda74-7b62-4659-96dd-86600ea425a2
title: Tree Cover Density 2015 (raster 20 m), Europe, 3-yearly, Mar. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.25380/iastate.20323674
title: Data for: Multiple factors co-limit short-term in situ soil carbon dioxide emissions

description: These data describe measurements of soil CO2 efflux collected from four locations over multiannual periods. Each flux measurement is coupled with measurements of surface-soil temperature and moisture that were collected at the same time and place. They also include remotely sensed enhanced vegetation index, and mean daily air temperature records collected by nearby weather stations. Flux measurements are presented as measured, in μmol cm-2 s-1, based on short-term measurements across sites, thus capturing site heterogeneity. Similar measurement protocols were used at each location, of which there were two in Iowa, USA; one in Wisconsin, USA; and one in Costa Rica. The principal experimental treatment in each site was land cover.Commercial licensing enquiries should be directed to the Iowa State University Office of Innovation Commercialization at: licensing@iastate.edu, or 515-294-4740<b>Change log:</b>V2: Added full citation to article, added figures and captions from article, corrected Creative Commons license information in documentation, added article title and DOI to record, uploaded figure files. MNO
DOI: 10.25380/iastate.20323674.v1
title: Data for: Multiple factors co-limit short-term in situ soil carbon dioxide emissions

description: These data describe measurements of soil CO2 efflux collected from four locations over multiannual periods. Each flux measurement is coupled with measurements of surface-soil temperature and moisture that were collected at the same time and place. They also include remotely sensed enhanced vegetation index, and mean daily air temperature records collected by nearby weather stations. Flux measurements are presented as measured, in μmol cm-2 s-1, based on short-term measurements across sites, thus capturing site heterogeneity. Similar measurement protocols were used at each location, of which there were two in Iowa, USA; one in Wisconsin, USA; and one in Costa Rica. The principal experimental treatment in each site was land cover.Commercial licensing enquiries should be directed to the Iowa State University Office of Innovation Commercialization at: licensing@iastate.edu, or 515-294-4740<b>Change log:</b>V2: Added full citation to article, added figures and captions from article, corrected Creative Commons license information in documentation, added article title and DOI to record, uploaded figure files. MNO
DOI: 10.2909/264d4e20-de6d-4f88-b1be-b592303452af
title: Tree Cover Density 2015 (raster 100 m), Europe, 3-yearly, Mar. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.2909/91687ef2-f907-4f84-81f7-c9c81980c306
title: Tree Cover Density 2012 (raster 20 m), Europe, 3-yearly, Mar. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.2909/299ad2d6-f2b8-4716-b169-1d621250fc3c
title: Tree Cover Density 2012 (raster 100 m), Europe, 3-yearly, Mar. 2018

description: The high resolution forest product consists of three types of (status) products and additional change products. The status products are available for the 2012 and 2015 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed. The high resolution forest change products comprise a simple tree cover density change product for 2012-2015 (% increase or decrease of real tree cover density changes). The production of the high resolution forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme.
DOI: 10.2909/9723d33f-ac36-49d0-b2c7-80710d377a7d
title: Tree Cover Change Mask 2015-2018 (raster 20 m), Europe, 3-yearly, Dec. 2020

description: The Copernicus High Resolution Forest Layer Tree Cover Change Mask (TCCM) 2015-2018 raster product provides information on the change between the reference years 2015 and 2018 and consists of 4 thematic classes (unchanged areas with no tree cover / new tree cover / loss of tree cover / unchanged areas with tree cover) at 20m spatial resolution and covers EEA38 area and the United Kingdom. The production of the High Resolution Forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme. The High Resolution Forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed.
DOI: 10.2909/64b34cd9-05b4-4e18-8e7b-15394d3fdb5c
title: Tree Cover Density Mask 2012-2015 (raster 20 m), Europe, 3-yearly, Dec. 2020

description: The Copernicus High Resolution Forest Layer Tree Cover Change Mask (TCCM) 2012-2015 raster product provides information on the change between the reference years 2012 and 2015 and consists of 4 thematic classes (unchanged areas with no tree cover / new tree cover / loss of tree cover / unchanged areas with tree cover) at 20m spatial resolution and covers EEA38 area and the United Kingdom. The production of the High Resolution Forest layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme. The High Resolution Forest product consists of three types of (status) products and additional change products. The status products are available for the 2012, 2015 and 2018 reference years: 1. Tree cover density providing level of tree cover density in a range from 0-100%; 2. Dominant leaf type providing information on the dominant leaf type: broadleaved or coniferous; 3. A Forest type product. The forest type product allows to get as close as possible to the FAO forest definition. In its original (20m) resolution it consists of two products: 1) a dominant leaf type product that has a MMU of 0.5 ha, as well as a 10% tree cover density threshold applied, and 2) a support layer that maps, based on the dominant leaf type product, trees under agricultural use and in urban context (derived from CLC and high resolution imperviousness 2009 data). For the final 100m product trees under agricultural use and urban context from the support layer are removed.
DOI: 10.5281/zenodo.8250049
title: CO2_133km

description: CAMx results CO2 1.33km resolution
DOI: 10.5281/zenodo.8250048
title: CO2_133km

description: CAMx results CO2 1.33km resolution
DOI: 10.2909/60639d5b-9164-4135-ae93-fb4132bb6d83
title: Grassland 2018 (raster 10 m), Europe, 3-yearly, Aug. 2020

description: The High Resolution Layer (HRL) Grassland 2018 raster product provides a basic land cover classification with 2 thematic classes (grassland / non-grassland) at 10m spatial resolution, covering the EEA38 area and the United Kingdom. The production of the High Resolution grassland layers was coordinated by the European Environment Agency (EEA) in the frame of the EU Copernicus programme. This is the main High Resolution grassland product. This grassy and non-woody vegetation baseline product includes all kinds of grasslands: managed grassland, semi-natural grassland and natural grassy vegetation. It is a binary status layer for the 2015 reference year mapping grassland and all non-grassland areas in 20m and (aggregated) 100m pixel size and, for the 2018 reference year, in 10m and (aggregated) 100m pixel size. The dataset for this product is provided as 10 meter rasters in 100 x 100 km tiles (fully conformant with EEA reference grid) grouped according to the EEA38 countries and the United Kingdom.
DOI: 10.6084/m9.figshare.23955384
title: 测序 SNP.xls

description: Experimental analysis data
DOI: 10.6084/m9.figshare.23955384.v1
title: 测序 SNP.xls

description: Experimental analysis data