EarthEnv - Topography

Topographic variation underpins a myriad of patterns and processes in hydrology, climatology, geography, and ecology and is key to understanding the variation of life on the planet. EarthEnv Topography is a fully standardised and global multivariate product of different terrain features that has the potential to support many large-scale research applications. The product is based on the digital elevation model products of global 250m GMTED2010 and near-global 90m SRTM4.1dev. The following topographic variables are provided: elevation, slope, aspect, eastness, northness, roughness, terrain roughness index, topographic position index, vector ruggedness measure, profile/tangential curvature, first/second order partial derivative, and 10 geomorphological landform classes. We here present variables at an aggregation of 1 and 10 km spatial grain. However, in the original dataset, each variable is provided at different aggregations from 1, 5, 10, 50 to 100 km spatial grains.

IdentificationAbout this resource

Alternate Identifier: 9fa7e76e-15d4-4ab9-a03e-ff73fd6e95d7

Publication Date: 2018-03-20

Title: EarthEnv - Topography

Short Name: EarthEnv

Abstract: Topographic variation underpins a myriad of patterns and processes in hydrology, climatology, geography, and ecology and is key to understanding the variation of life on the planet. EarthEnv Topography is a fully standardised and global multivariate product of different terrain features that has the potential to support many large-scale research applications. The product is based on the digital elevation model products of global 250m GMTED2010 and near-global 90m SRTM4.1dev. The following topographic variables are provided: elevation, slope, aspect, eastness, northness, roughness, terrain roughness index, topographic position index, vector ruggedness measure, profile/tangential curvature, first/second order partial derivative, and 10 geomorphological landform classes. We here present variables at an aggregation of 1 and 10 km spatial grain. However, in the original dataset, each variable is provided at different aggregations from 1, 5, 10, 50 to 100 km spatial grains.

Dataset Language: English

Dataset Creator: Yale University - Giuseppe Amatulli (Research Scientist)

Dataset Creator: Yale University, Leibniz Institute of Freshwater Ecology and Inland Fisheries - Sami Domisch (Postdoctoral Fellow)

Dataset Creator: Yale University, Academia Sinica - Mao-Ning Tuanmu (Associate Research Fellow)

Dataset Creator: University of Maine - Benoit Parmentier ()

Dataset Creator: Yale University - Ajay Ranipeta (Lead Software Engineer)

Dataset Creator: Yale University - Jeremy Malczyk (Sr Software Engineer)

Dataset Creator: Yale University, Imperial College London - Walter Jetz (Professor)

Metadata Provider: SIB Swiss Institute of Bioinformatics - Chiara Bortoluzzi (Data Manager)

Dataset Contact: Yale University - Giuseppe Amatulli (Research Scientist)

Keywords ()

Topography

Geographic Coverage

Geographic Description: Global

Bounding Box

West Bounding Coordinate: -180

East Bounding Coordinate: 180

North Bounding Coordinate: 90

South Bounding Coordinate: -90

Bounding Altitudes

Minimum

Maximum

Unit

Temporal Coverage

Range of Dates

Begin Date

End Date

resourceLicensesLicense Information

Intellectual Rights: Creative Commons Attribution 3.0 Unported (CC-BY-3.0)

Resource License

License Name: Creative Commons Attribution 3.0 Unported (CC-BY-3.0)

URL: https://creativecommons.org/licenses/by/3.0/

Distribution

Online

A brief description of the the content of online URL.: EarthEnv - Topography

URL: https://www.earthenv.org/topography

Distribution

Online

A brief description of the the content of online URL.: EarthEnv - Topography PANGEA

URL: https://doi.pangaea.de/10.1594/PANGAEA.867115

• Project

Title: A suite of global, cross-scale topographic variables for environmental and biodiversity modeling

Abstract: Topographic variation underpins a myriad of patterns and processes in hydrology, climatology, geography and ecology and is key to understanding the variation of life on the planet. A fully standardized and global multivariate product of different terrain features has the potential to support many large-scale research applications, however to date, such datasets are unavailable. Here we used the digital elevation model products of global 250 m GMTED2010 and near-global 90 m SRTM4.1dev to derive a suite of topographic variables: elevation, slope, aspect, eastness, northness, roughness, terrain roughness index, topographic position index, vector ruggedness measure, profile/tangential curvature, first/second order partial derivative, and 10 geomorphological landform classes. We aggregated each variable to 1, 5, 10, 50 and 100 km spatial grains using several aggregation approaches. While a cross-correlation underlines the high similarity of many variables, a more detailed view in four mountain regions reveals local differences, as well as scale variations in the aggregated variables at different spatial grains.

Personnel

Organization Name: Yale University

Individual Name

Given Name: Giuseppe

Surname: Amatulli

Position Name: Research Scientist

• Method

Method Step

Description: We provide aggregated topographic variables derived from the 250 m GMTED at the spatial grains of 1, 5, 10, 50, and 100 km. For a subset of variables, we also provide the aggregated variables from the SRTM source layer. GMTED served as the main data set due to its full global extent and having the highest resolution (250 m) available thus far, while SRTM was used for comparing and validating the GMTED-derived variables and for assessing the effect of spatial scale acquisition in regions where the extents of the two data sets overlap (56S—60N latitude, excluding Antarctica). Each variable, aggregated at different spatial grains, is distributed at a global extent in a compressed GeoTiff file format in the WGS84 coordinate reference system (EPSG:4326 code). All layers were stored as floating point (Float32 datatype) for maximum precision, allowing the computation of custom variables (e.g., coefficient of variation). In addition the derived topographic variables at the original 250 m GMTED or 90 m SRTM can be recomputed on demand.

Citation: Amatulli, G., Domisch, S., Tuanmu, MN. et al. A suite of global, cross-scale topographic variables for environmental and biodiversity modeling. Sci Data 5, 180040 (2018). https://doi.org/10.1038/sdata.2018.40.

• Data Table

Name: SRTM_list-of-links-to-files.tab

Physical

Data Format

Externally Defined Format

Format Name: GeoTIFF

Attribute List

Attribute

Name: aspectcosine_10KMma_SRTM

Label: Aspect cosine maximum

Definition: Aspect cosing maximum 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMmd_SRTM

Label: Aspect cosine median

Definition: Aspect cosine median 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMmi_SRTM

Label: Aspect cosine minimum

Definition: Aspect cosine minimum 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMmn_SRTM

Label: Aspect cosine mean

Definition: Aspect cosine mean 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMsd_SRTM

Label: Aspect cosine standard deviation

Definition: Aspect cosine standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMma_SRTM

Label: Aspect cosine maximum

Definition: Aspect cosine maximum 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmd_SRTM

Label: Aspect cosine median

Definition: Aspect cosine median 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmi_SRTM

Label: Aspect cosine minimum

Definition: Aspect cosine minimum 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmn_SRTM

Label: Aspect cosine mean

Definition: Aspect cosine mean 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMsd_SRTM

Label: Aspect cosine standard deviation

Definition: Aspect cosine standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMma_SRTM

Label: Aspect sine maximum

Definition: Aspect sine maximum 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmd_SRTM

Label: Aspect sine median

Definition: Aspect sine median 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmi_SRTM

Label: Aspect sine minimum

Definition: Aspect sine minimum 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmn_SRTM

Label: Aspect sine mean

Definition: Aspect sine mean 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMsd_SRTM

Label: Aspect sine standard deviation

Definition: Aspect sine standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMma_SRTM

Label: Aspect sine maximum

Definition: Aspect sine maximum 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmd_SRTM

Label: Aspect sine median

Definition: Aspect sine median 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmi_SRTM

Label: Aspect sine minimum

Definition: Aspect sine minimum 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmn_SRTM

Label: Aspect sine mean

Definition: Aspect sine mean 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMsd_SRTM

Label: Aspect sine standard deviation

Definition: Aspect sine standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMma_SRTM

Label: Eastness maximum

Definition: Eastness maximum 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmd_SRTM

Label: Eastness median

Definition: Eastness median 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmi_SRTM

Label: Eastness minimum

Definition: Eastness minimum 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmn_SRTM

Label: Eastness mean

Definition: Eastness mean 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMsd_SRTM

Label: Eastness standard deviation

Definition: Eastness standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMma_SRTM

Label: Eastness maximum

Definition: Eastness maximum 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmd_SRTM

Label: Eastness median

Definition: Eastness median 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmi_SRTM

Label: Eastness minimum

Definition: Eastness minimum 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmn_SRTM

Label: Eastness mean

Definition: Eastness mean 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMsd_SRTM

Label: Eastness standard deviation

Definition: Eastness standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: northness_10KMma_SRTM

Label: Northness maximum

Definition: Northness maximum 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmd_SRTM

Label: Northness median

Definition: Northness median 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmi_SRTM

Label: Northness minimum

Definition: Northness minimum 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmn_SRTM

Label: Northness mean

Definition: Northness mean 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMsd_SRTM

Label: Northness standard deviation

Definition: Northness standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: northness_1KMma_SRTM

Label: Northness maximum

Definition: Northness maximum 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmd_SRTM

Label: Northness median

Definition: Northness median 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmi_SRTM

Label: Northness minimum

Definition: Northness minimum 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmn_SRTM

Label: Northness mean

Definition: Northness mean 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMsd_SRTM

Label: Northness standard deviation

Definition: Northness standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMma_SRTM

Label: Elevation maximum

Definition: Elevation maximum 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmd_SRTM

Label: Elevation median

Definition: Elevation median 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmi_SRTM

Label: Elevation minimum

Definition: Elevation minimum 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmn_SRTM

Label: Elevation mean

Definition: Elevation mean 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMsd_SRTM

Label: Elevation standard deviation

Definition: Elevation standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMma_SRTM

Label: Elevation maximum

Definition: Elevation maximum 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmd_SRTM

Label: Elevation median

Definition: Elevation median 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmi_SRTM

Label: Elevation minimum

Definition: Elevation minimum 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmn_SRTM

Label: Elevation mean

Definition: Elevation mean 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMsd_SRTM

Label: Elevation standard deviation

Definition: Elevation standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMma_SRTM

Label: Roughness maximum

Definition: Roughness maximum 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmd_SRTM

Label: Roughness median

Definition: Roughness median 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmi_SRTM

Label: Roughness minimum

Definition: Roughness minimum 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmn_SRTM

Label: Roughness mean

Definition: Roughness mean 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMsd_SRTM

Label: Roughness standard deviation

Definition: Roughness standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMma_SRTM

Label: Roughness maximum

Definition: Roughness maximum 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmd_SRTM

Label: Roughness median

Definition: Roughness median 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmi_SRTM

Label: Roughness minimum

Definition: Roughness minimum 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmn_SRTM

Label: Roughness mean

Definition: Roughness mean 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMsd_SRTM

Label: Roughness standard deviation

Definition: Roughness standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: slope_10KMma_SRTM

Label: Slope maximum

Definition: Slope maximum 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmd_SRTM

Label: Slope median

Definition: Slope median 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmi_SRTM

Label: Slope minimum

Definition: Slope minimum 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmn_SRTM

Label: Slope mean

Definition: Slope mean 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMsd_SRTM

Label: Slope standard deviation

Definition: Slope standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: slope_1KMma_SRTM

Label: Slope maximum

Definition: Slope maximum 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmd_SRTM

Label: Slope median

Definition: Slope median 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmi_SRTM

Label: Slope minimum

Definition: Slope minimum 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmn_SRTM

Label: Slope mean

Definition: Slope mean 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMsd_SRTM

Label: Slope standard deviation

Definition: Slope standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMma_SRTM

Label: Topographic position index maximum

Definition: Topographic position index maximum 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmd_SRTM

Label: Topographic position index median

Definition: Topographic position index median 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmi_SRTM

Label: Topographic position index minimum

Definition: Topographic position index minimum 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmn_SRTM

Label: Topographic position index mean

Definition: Topographic position index mean 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMsd_SRTM

Label: Topographic position index standard deviation

Definition: Topographic position index standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMma_SRTM

Label: Topographic position index maximum

Definition: Topographic position index maximum 1 k spatial grain

Standard Unit

Attribute

Name: tpi_1KMmd_SRTM

Label: Topographic position index median

Definition: Topographic position index median 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMmi_SRTM

Label: Topographic position index minimum

Definition: Topographic position index minimum 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMmn_SRTM

Label: Topographic position index mean

Definition: Topographic position index mean 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMsd_SRTM

Label: Topographic position index standard deviation

Definition: Topographic position index standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: tri_10KMma_SRTM

Label: Terrain ruggedness index maximum

Definition: Terrain ruggedness index maximum 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmd_SRTM

Label: Terrain ruggedness index median

Definition: Terrain ruggedness index median 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmi_SRTM

Label: Terrain ruggedness index minimum

Definition: Terrain ruggedness index minimum 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmn_SRTM

Label: Terrain ruggedness index mean

Definition: Terrain ruggedness index mean 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMsd_SRTM

Label: Terrain ruggedness index standard deviation

Definition: Terrain ruggedness index standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: tri_1KMma_SRTM

Label: Terrain ruggedness index maximum

Definition: Terrain ruggedness index maximum 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmd_SRTM

Label: Terrain ruggedness index median

Definition: Terrain ruggedness index median 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmi_SRTM

Label: Terrain ruggedness index minimum

Definition: Terrain ruggedness index minimum 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmn_SRTM

Label: Terrain ruggedness index mean

Definition: Terrain ruggedness index mean 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMsd_SRTM

Label: Terrain ruggedness index standard deviation

Definition: Terrain ruggedness index standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMma_SRTM

Label: Vector ruggedness measure maximum

Definition: Vector ruggedness measure maximum 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmd_SRTM

Label: Vector ruggedness measure median

Definition: Vector ruggedness measure median 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmi_SRTM

Label: Vector ruggedness measure minimum

Definition: Vector ruggedness measure minimum 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmn_SRTM

Label: Vector ruggedness measure mean

Definition: Vector ruggedness measure mean 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMsd_SRTM

Label: Vector ruggedness measure standard deviation

Definition: Vector ruggedness measure standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMma_SRTM

Label: Vector ruggedness measure maximum

Definition: Vector ruggedness measure maximum 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmd_SRTM

Label: Vector ruggedness measure median

Definition: Vector ruggedness measure median 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmi_SRTM

Label: Vector ruggedness measure minimum

Definition: Vector ruggedness measure minimum 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmn_SRTM

Label: Vector ruggedness measure mean

Definition: Vector ruggedness measure mean 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMsd_SRTM

Label: Vector ruggedness measure standard deviation

Definition: Vector ruggedness measure standard deviation 1 km spatial grain

Standard Unit

• Data Table

Name: GMTED_list-of-links-to-files.tab

Physical

Data Format

Externally Defined Format

Format Name: GeoTIFF

Attribute List

Attribute

Name: aspectcosine_10KMmd_GMTEDmd

Label: Aspect cosine median

Definition: Aspect cosine median 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMmi_GMTEDmd

Label: Aspect cosine minimum

Definition: Aspect cosine minimum 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMmn_GMTEDmd

Label: Aspect cosine mean

Definition: Aspect cosine mean 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMmx_GMTEDmd

Label: Aspect cosine maximum

Definition: Aspect cosine maximum 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_10KMsd_GMTEDmd

Label: Aspect cosine standard deviation

Definition: Aspect cosine standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmd_GMTEDmd

Label: Aspect cosine median

Definition: Aspect cosine median 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmi_GMTEDmd

Label: Aspect cosine minimum

Definition: Aspect cosine minimum 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmn_GMTEDmd

Label: Aspect cosine mean

Definition: Aspect cosine mean 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMmx_GMTEDmd

Label: Aspect cosine maximum

Definition: Aspect cosine maximum 1 km spatial grain

Standard Unit

Attribute

Name: aspectcosine_1KMsd_GMTEDmd

Label: Aspect cosine standard deviation

Definition: Aspect cosine standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmd_GMTEDmd

Label: Aspect sine median

Definition: Aspect sine median 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmi_GMTEDmd

Label: Aspect sine minimum

Definition: Aspect sine minimum 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmn_GMTEDmd

Label: Aspect sine mean

Definition: Aspect sine mean 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMmx_GMTEDmd

Label: Aspect sine maximum

Definition: Aspect sine maximum 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_10KMsd_GMTEDmd

Label: Aspect sine standard deviation

Definition: Aspect sine standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmd_GMTEDmd

Label: Aspect sine median

Definition: Aspect sine median 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmi_GMTEDmd

Label: Aspect sine minimum

Definition: Aspect sine minimum 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmn_GMTEDmd

Label: Aspect sine mean

Definition: Aspect sine mean 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMmx_GMTEDmd

Label: Aspect sine maximum

Definition: Aspect sine maximum 1 km spatial grain

Standard Unit

Attribute

Name: aspectsine_1KMsd_GMTEDmd

Label: Aspect sine standard deviation

Definition: Aspect sine standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmd_GMTEDmd

Label: Eastness median

Definition: Eastness median 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmi_GMTEDmd

Label: Eastness minimum

Definition: Eastness minimum 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmn_GMTEDmd

Label: Eastness mean

Definition: Eastness mean 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMmx_GMTEDmd

Label: Eastness maximum

Definition: Eastness maximum 10 km spatial grain

Standard Unit

Attribute

Name: eastness_10KMsd_GMTEDmd

Label: Eastness standard deviation

Definition: Eastness standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmd_GMTEDmd

Label: Eastness median

Definition: Eastness median 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmi_GMTEDmd

Label: Eastness minimum

Definition: Eastness minimum 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmn_GMTEDmd

Label: Eastness mean

Definition: Eastness mean 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMmx_GMTEDmd

Label: Eastness maximum

Definition: Eastness. maximum 1 km spatial grain

Standard Unit

Attribute

Name: eastness_1KMsd_GMTEDmd

Label: Eastness standard deviation

Definition: Eastness standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmd_GMTEDmd

Label: Northness median

Definition: Northness median 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmi_GMTEDmd

Label: Northness minimum

Definition: Northness minimum 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmn_GMTEDmd

Label: Northness mean

Definition: Northness mean 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMmx_GMTEDmd

Label: Northness maximum

Definition: Northness maximum 10 km spatial grain

Standard Unit

Attribute

Name: northness_10KMsd_GMTEDmd

Label: Northness standard deviation

Definition: Northness standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmd_GMTEDmd

Label: Northness median

Definition: Northness median 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmi_GMTEDmd

Label: Northness minimum

Definition: Northness minimum 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmn_GMTEDmd

Label: Northness mean

Definition: Northness mean 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMmx_GMTEDmd

Label: Northness maximum

Definition: Northness maximum 1 km spatial grain

Standard Unit

Attribute

Name: northness_1KMsd_GMTEDmd

Label: Northness standard deviation

Definition: Northness standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: geom_10KMcount_GMTEDmd

Label: Geomorphological landforms number of classes (count)

Definition: Geomorphological landforms number of classes (count) 10 km spatial grain

Standard Unit

Attribute

Name: geom_1KMcount_GMTEDmd

Label: Geomorphological landforms number of classes (count)

Definition: Geomorphological landforms number of classes (count) 1 km spatial grain

Standard Unit

Attribute

Name: dx_10KMmd_GMTEDmd

Label: First order partial derivative (E-W slope) median

Definition: First order partial derivative (E-W slope) median 10 km spatial grain

Standard Unit

Attribute

Name: dx_10KMmi_GMTEDmd

Label: First order partial derivative (E-W slope) minimum

Definition: First order partial derivative (E-W slope) minimum 10 km spatial grain

Standard Unit

Attribute

Name: dx_10KMmn_GMTEDmd

Label: First order partial derivative (E-W slope) mean

Definition: First order partial derivative (E-W slope) mean 10 km spatial grain

Standard Unit

Attribute

Name: dx_10KMmx_GMTEDmd

Label: First order partial derivative (E-W slope) maximum

Definition: First order partial derivative (E-W slope) maximum 10 km spatial grain

Standard Unit

Attribute

Name: dx_10KMsd_GMTEDmd

Label: First order partial derivative (E-W slope) standard deviation

Definition: First order partial derivative (E-W slope) standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: dx_1KMmd_GMTEDmd

Label: First order partial derivative (E-W slope) median

Definition: First order partial derivative (E-W slope) median 1 km spatial grain

Standard Unit

Attribute

Name: dx_1KMmi_GMTEDmd

Label: First order partial derivative (E-W slope) minimum

Definition: First order partial derivative (E-W slope) minimum 1 km spatial grain

Standard Unit

Attribute

Name: dx_1KMmn_GMTEDmd

Label: First order partial derivative (E-W slope) mean

Definition: First order partial derivative (E-W slope) mean 1 km spatial grain

Standard Unit

Attribute

Name: dx_1KMmx_GMTEDmd

Label: First order partial derivative (E-W slope) maximum

Definition: First order partial derivative (E-W slope) maximum 1 km spatial grain

Standard Unit

Attribute

Name: dx_1KMsd_GMTEDmd

Label: First order partial derivative (E-W slope) standard deviation

Definition: First order partial derivative (E-W slope) standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: dxx_10KMmd_GMTEDmd

Label: Second order partial derivative (E-W slope) median

Definition: Second order partial derivative (E-W slope) median 10 km spatial grain

Standard Unit

Attribute

Name: dxx_10KMmi_GMTEDmd

Label: Second order partial derivative (E-W slope) minimum

Definition: Second order partial derivative (E-W slope) minimum 10 km spatial grain

Standard Unit

Attribute

Name: dxx_10KMmn_GMTEDmd

Label: Second order partial derivative (E-W slope) mean

Definition: Second order partial derivative (E-W slope) mean 10 km spatial grain

Standard Unit

Attribute

Name: dxx_10KMmx_GMTEDmd

Label: Second order partial derivative (E-W slope) maximum

Definition: Second order partial derivative (E-W slope) maximum 10 km spatial grain

Standard Unit

Attribute

Name: dxx_10KMsd_GMTEDmd

Label: Second order partial derivative (E-W slope) standard deviation

Definition: Second order partial derivative (E-W slope) standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: dxx_1KMmd_GMTEDmd

Label: Second order partial derivative (E-W slope) median

Definition: Second order partial derivative (E-W slope) median 1 km spatial grain

Standard Unit

Attribute

Name: dxx_1KMmi_GMTEDmd

Label: Second order partial derivative (E-W slope) minimum

Definition: Second order partial derivative (E-W slope) minimum 1 km spatial grain

Standard Unit

Attribute

Name: dxx_1KMmn_GMTEDmd

Label: Second order partial derivative (E-W slope) mean

Definition: Second order partial derivative (E-W slope) mean 1 km spatial grain

Standard Unit

Attribute

Name: dxx_1KMmx_GMTEDmd

Label: Second order partial derivative (E-W slope) maximum

Definition: Second order partial derivative (E-W slope) maximum 1 km spatial grain

Standard Unit

Attribute

Name: dxx_1KMsd_GMTEDmd

Label: Second order partial derivative (E-W slope) standard deviation

Definition: Second order partial derivative (E-W slope) standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: dy_10KMmd_GMTEDmd

Label: First order partial derivative (N-S slope) median

Definition: First order partial derivative (N-S slope) median 10 km spatial grain

Standard Unit

Attribute

Name: dy_10KMmi_GMTEDmd

Label: First order partial derivative (N-S slope) minimum

Definition: First order partial derivative (N-S slope) minimum 10 km spatial grain

Standard Unit

Attribute

Name: dy_10KMmn_GMTEDmd

Label: First order partial derivative (N-S slope) mean

Definition: First order partial derivative (N-S slope) mean 10 km spatial grain

Standard Unit

Attribute

Name: dy_10KMmx_GMTEDmd

Label: First order partial derivative (N-S slope) maximum

Definition: First order partial derivative (N-S slope) maximum 10 km spatial grain

Standard Unit

Attribute

Name: dy_10KMsd_GMTEDmd

Label: First order partial derivative (N-S slope) standard deviation

Definition: First order partial derivative (N-S slope) standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: dy_1KMmd_GMTEDmd

Label: First order partial derivative (N-S slope) median

Definition: First order partial derivative (N-S slope) median 1 km spatial grain

Standard Unit

Attribute

Name: dy_1KMmi_GMTEDmd

Label: First order partial derivative (N-S slope) minimum

Definition: First order partial derivative (N-S slope) minimum 1 km spatial grain

Standard Unit

Attribute

Name: dy_1KMmn_GMTEDmd

Label: First order partial derivative (N-S slope) mean

Definition: First order partial derivative (N-S slope) mean 1 km spatial grain

Standard Unit

Attribute

Name: dy_1KMmx_GMTEDmd

Label: First order partial derivative (N-S slope) maximum

Definition: First order partial derivative (N-S slope) maximum 1 km spatial grain

Standard Unit

Attribute

Name: dy_1KMsd_GMTEDmd

Label: First order partial derivative (N-S slope) standard deviation

Definition: First order partial derivative (N-S slope) standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: dyy_10KMmd_GMTEDmd

Label: Second order partial derivative (N-S slope) median

Definition: Second order partial derivative (N-S slope) median 10 km spatial grain

Standard Unit

Attribute

Name: dyy_10KMmi_GMTEDmd

Label: Second order partial derivative (N-S slope) minimum

Definition: Second order partial derivative (N-S slope) minimum 10 km spatial grain

Standard Unit

Attribute

Name: dyy_10KMmn_GMTEDmd

Label: Second order partial derivative (N-S slope) mean

Definition: Second order partial derivative (N-S slope) mean 10 km spatial grain

Standard Unit

Attribute

Name: dyy_10KMmx_GMTEDmd

Label: Second order partial derivative (N-S slope) maximum

Definition: Second order partial derivative (N-S slope) maximum 10 km spatial grain

Standard Unit

Attribute

Name: dyy_10KMsd_GMTEDmd

Label: Second order partial derivative (N-S slope) standard deviation

Definition: Second order partial derivative (N-S slope) standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: dyy_1KMmd_GMTEDmd

Label: Second order partial derivative (N-S slope) median

Definition: Second order partial derivative (N-S slope) median 1 km spatial grain

Standard Unit

Attribute

Name: dyy_1KMmi_GMTEDmd

Label: Second order partial derivative (N-S slope) minimum

Definition: Second order partial derivative (N-S slope) minimum 1 km spatial grain

Standard Unit

Attribute

Name: dyy_1KMmn_GMTEDmd

Label: Second order partial derivative (N-S slope) mean

Definition: Second order partial derivative (N-S slope) mean 1 km spatial grain

Standard Unit

Attribute

Name: dyy_1KMmx_GMTEDmd

Label: Second order partial derivative (N-S slope) maximum

Definition: Second order partial derivative (N-S slope) maximum 1 km spatial grain

Standard Unit

Attribute

Name: dyy_1KMsd_GMTEDmd

Label: Second order partial derivative (N-S slope) standard deviation

Definition: Second order partial derivative (N-S slope) standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmd_GMTEDmd

Label: Elevation median

Definition: Elevation median 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmi_GMTEDmi

Label: Elevation minimum

Definition: Elevation minimum 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmn_GMTEDmn

Label: Elevation mean

Definition: Elevation mean 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMmx_GMTEDmx

Label: Elevation maximum

Definition: Elevation maximum 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMpsd_GMTEDsd

Label: Elevation standard deviation

Definition: Elevation standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMsd_GMTEDmd

Label: Elevation standard deviation median

Definition: Elevation standard deviation median 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMsd_GMTEDmn

Label: Elevation standard deviation mean

Definition: Elevation standard deviation mean 10 km spatial grain

Standard Unit

Attribute

Name: elevation_10KMsd_GMTEDsd

Label: Elevation standard deviation standard deviation

Definition: Elevation standard deviation standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmd_GMTEDmd

Label: Elevation median

Definition: Elevation median 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmi_GMTEDmi

Label: Elevation minimum

Definition: Elevation minimum 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmn_GMTEDmn

Label: Elevation mean

Definition: Elevation mean 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMmx_GMTEDmx

Label: Elevation maximum

Definition: Elevation maximum 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMpsd_GMTEDsd

Label: Elevation standard deviation

Definition: Elevation standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMsd_GMTEDmd

Label: Elevation standard deviation median

Definition: Elevation standard deviation median 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMsd_GMTEDmn

Label: Elevation standard deviation mean

Definition: Elevation standard deviation mean 1 km spatial grain

Standard Unit

Attribute

Name: elevation_1KMsd_GMTEDsd

Label: Elevation standard deviation standard deviation

Definition: Elevation standard deviation standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: geom_10KMent_GMTEDmd

Label: Geomorphological landforms entropy

Definition: Geomorphological landforms entropy 10 km spatial grain

Standard Unit

Attribute

Name: geom_1KMent_GMTEDmd

Label: Geomorphological landforms entropy

Definition: Geomorphological landforms entropy 1 km spatial grain

Standard Unit

Attribute

Name: geom_10KMmaj_GMTEDmd

Label: Geomorphological landforms majority or most abundant class

Definition: Geomorphological landforms majority or most abundant class 10 km spatial grain

Standard Unit

Attribute

Name: geom_1KMmaj_GMTEDmd

Label: Geomorphological landforms majority or most abundant class

Definition: Geomorphological landforms majority or most abundant class 1 km spatial grain

Standard Unit

Attribute

Name: pcurv_10KMmd_GMTEDmd

Label: Profile curvature median

Definition: Profile curvature median 10 km spatial grain

Standard Unit

Attribute

Name: pcurv_10KMmi_GMTEDmd

Label: Profile curvature minimum

Definition: Profile curvature minimum 10 km spatial grain

Standard Unit

Attribute

Name: pcurv_10KMmn_GMTEDmd

Label: Profile curvature mean

Definition: Profile curvature mean 10 km spatial grain

Standard Unit

Attribute

Name: pcurv_10KMmx_GMTEDmd

Label: Profile curvature. maximum

Definition: Profile curvature maximum 10 km spatial grain

Standard Unit

Attribute

Name: pcurv_10KMsd_GMTEDmd

Label: Profile curvature standard deviation

Definition: Profile curvature standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: pcurv_1KMmd_GMTEDmd

Label: Profile curvature median

Definition: Profile curvature median 1 km spatial grain

Standard Unit

Attribute

Name: pcurv_1KMmi_GMTEDmd

Label: Profile curvature minimum

Definition: Profile curvature minimum 1 km spatial grain

Standard Unit

Attribute

Name: pcurv_1KMmn_GMTEDmd

Label: Profile curvature mean

Definition: Profile curvature mean 1 km spatial grain

Standard Unit

Attribute

Name: pcurv_1KMmx_GMTEDmd

Label: Profile curvature maximum

Definition: Profile curvature maximum 1 km spatial grain

Standard Unit

Attribute

Name: pcurv_1KMsd_GMTEDmd

Label: Profile curvature standard deviation

Definition: Profile curvature standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: geomflat_10KMperc_GMTEDmd

Label: Geomorphological landforms (flat) percent prevalence of each class

Definition: Geomorphological landforms (flat) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomflat_1KMperc_GMTEDmd

Label: Geomorphological landforms (flat) percent prevalence of each class

Definition: Geomorphological landforms (flat) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomfootslope_10KMperc_GMTEDmd

Label: Geomorphological landforms (footslope) percent prevalence of each class

Definition: Geomorphological landforms (footslope) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomfootslope_1KMperc_GMTEDmd

Label: Geomorphological landforms (footslope) percent prevalence of each class

Definition: Geomorphological landforms (footslope) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomhollow_10KMperc_GMTEDmd

Label: Geomorphological landforms (hollow) percent prevalence of each class

Definition: Geomorphological landforms (hollow) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomhollow_1KMperc_GMTEDmd

Label: Geomorphological landforms (hollow) percent prevalence of each class

Definition: Geomorphological landforms (hollow) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geompeak_10KMperc_GMTEDmd

Label: Geomorphological landforms (peak) percent prevalence of each class

Definition: Geomorphological landforms (peak) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geompeak_1KMperc_GMTEDmd

Label: Geomorphological landforms (peak) percent prevalence of each class

Definition: Geomorphological landforms (peak) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geompit_10KMperc_GMTEDmd

Label: Geomorphological landforms (pit) percent prevalence of each class

Definition: Geomorphological landforms (pit) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geompit_1KMperc_GMTEDmd

Label: Geomorphological landforms (pit) percent prevalence of each class

Definition: Geomorphological landforms (pit) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomridge_10KMperc_GMTEDmd

Label: Geomorphological landforms (ridge) percent prevalence of each class

Definition: Geomorphological landforms (ridge) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomridge_1KMperc_GMTEDmd

Label: Geomorphological landforms (ridge) percent prevalence of each class

Definition: Geomorphological landforms (ridge) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomshoulder_10KMperc_GMTEDmd

Label: Geomorphological landforms (shoulder) percent prevalence of each class

Definition: Geomorphological landforms (shoulder) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomshoulder_1KMperc_GMTEDmd

Label: Geomorphological landforms (shoulder) percent prevalence of each class

Definition: Geomorphological landforms (shoulder) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomslope_10KMperc_GMTEDmd

Label: Geomorphological landforms (slope) percent prevalence of each class

Definition: Geomorphological landforms (slope) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomslope_1KMperc_GMTEDmd

Label: Geomorphological landforms (slope) percent prevalence of each class

Definition: Geomorphological landforms (slope) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomspur_10KMperc_GMTEDmd

Label: Geomorphological landforms (spur) percent prevalence of each class

Definition: Geomorphological landforms (spur) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomspur_1KMperc_GMTEDmd

Label: Geomorphological landforms (spur) percent prevalence of each class

Definition: Geomorphological landforms (spur) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: geomvalley_10KMperc_GMTEDmd

Label: Geomorphological landforms (valley) percent prevalence of each class

Definition: Geomorphological landforms (valley) percent prevalence of each class 10 km spatial grain

Standard Unit

Attribute

Name: geomvalley_1KMperc_GMTEDmd

Label: Geomorphological landforms (valley) percent prevalence of each class

Definition: Geomorphological landforms (valley) percent prevalence of each class 1 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmd_GMTEDmd

Label: Roughness median

Definition: Roughness median 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmi_GMTEDmd

Label: Roughness minimum

Definition: Roughness minimum 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmn_GMTEDmd

Label: Roughness mean

Definition: Roughness mean 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMmx_GMTEDmd

Label: Roughness maximum

Definition: Roughness maximum 10 km spatial grain

Standard Unit

Attribute

Name: roughness_10KMsd_GMTEDmd

Label: Roughness standard deviation

Definition: Roughness standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmd_GMTEDmd

Label: Roughness median

Definition: Roughness median 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmi_GMTEDmd

Label: Roughness minimum

Definition: Roughness minimum 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmn_GMTEDmd

Label: Roughness mean

Definition: Roughness mean 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMmx_GMTEDmd

Label: Roughness maximum

Definition: Roughness maximum 1 km spatial grain

Standard Unit

Attribute

Name: roughness_1KMsd_GMTEDmd

Label: Roughness standard deviation

Definition: Roughness standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: geom_10KMsha_GMTEDmd

Label: Geomorphological landforms Shannon index

Definition: Geomorphological landforms Shannon index 10 km spatial grain

Standard Unit

Attribute

Name: geom_1KMsha_GMTEDmd

Label: Geomorphological landforms Shannon index

Definition: Geomorphological landforms Shannon index 1 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmd_GMTEDmd

Label: Slope median

Definition: Slope median 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmi_GMTEDmd

Label: Slope minimum

Definition: Slope minimum 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmn_GMTEDmd

Label: Slope mean

Definition: Slope mean 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMmx_GMTEDmd

Label: Slope maximum

Definition: Slope maximum 10 km spatial grain

Standard Unit

Attribute

Name: slope_10KMsd_GMTEDmd

Label: Slope standard deviation

Definition: Slope standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmd_GMTEDmd

Label: Slope median

Definition: Slope median 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmi_GMTEDmd

Label: Slope minimum

Definition: Slope minimum 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmn_GMTEDmd

Label: Slope mean

Definition: Slope mean 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMmx_GMTEDmd

Label: Slope maximum

Definition: Slope maximum 1 km spatial grain

Standard Unit

Attribute

Name: slope_1KMsd_GMTEDmd

Label: Slope standard deviation

Definition: Slope standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: tcurv_10KMmd_GMTEDmd

Label: Tangential curvature median

Definition: Tangential curvature median 10 km spatial grain

Standard Unit

Attribute

Name: tcurv_10KMmi_GMTEDmd

Label: Tangential curvature minimum

Definition: Tangential curvature minimum 10 km spatial grain

Standard Unit

Attribute

Name: tcurv_10KMmn_GMTEDmd

Label: Tangential curvature mean

Definition: Tangential curvature mean 10 km spatial grain

Standard Unit

Attribute

Name: tcurv_10KMmx_GMTEDmd

Label: Tangential curvature maximum

Definition: Tangential curvature maximum 10 km spatial grain

Standard Unit

Attribute

Name: tcurv_10KMsd_GMTEDmd

Label: Tangential curvature standard deviation

Definition: Tangential curvature standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: tcurv_1KMmd_GMTEDmd

Label: Tangential curvature median

Definition: Tangential curvature median 1 km spatial grain

Standard Unit

Attribute

Name: tcurv_1KMmi_GMTEDmd

Label: Tangential curvature minimum

Definition: Tangential curvature minimum 1 km spatial grain

Standard Unit

Attribute

Name: tcurv_1KMmn_GMTEDmd

Label: Tangential curvature mean

Definition: Tangential curvature mean 1 km spatial grain

Standard Unit

Attribute

Name: tcurv_1KMmx_GMTEDmd

Label: Tangential curvature maximum

Definition: Tangential curvature maximum 1 km spatial grain

Standard Unit

Attribute

Name: tcurv_1KMsd_GMTEDmd

Label: Tangential curvature standard deviation

Definition: Tangential curvature standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmd_GMTEDmd

Label: Topographic Position Index median

Definition: Topographic Position Index median 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmi_GMTEDmd

Label: Topographic Position Index minimum

Definition: Topographic Position Index minimum 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmn_GMTEDmd

Label: Topographic Position Index mean

Definition: Topographic Position Index mean 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMmx_GMTEDmd

Label: Topographic Position Index maximum

Definition: Topographic Position Index maximum 10 km spatial grain

Standard Unit

Attribute

Name: tpi_10KMsd_GMTEDmd

Label: Topographic Position Index standard deviation

Definition: Topographic Position Index standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMmd_GMTEDmd

Label: Topographic Position Index median

Definition: Topographic Position Index median 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMmi_GMTEDmd

Label: Topographic Position Index minimum

Definition: Topographic Position Index minimum 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMmn_GMTEDmd

Label: Topographic Position Index mean

Definition: Topographic Position Index mean 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMmx_GMTEDmd

Label: Topographic Position Index maximum

Definition: Topographic Position Index maximum 1 km spatial grain

Standard Unit

Attribute

Name: tpi_1KMsd_GMTEDmd

Label: Topographic Position Index standard deviation

Definition: Topographic Position Index standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmd_GMTEDmd

Label: Terrain Ruggedness Index median

Definition: Terrain Ruggedness Index median 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmi_GMTEDmd

Label: Terrain Ruggedness Index minimum

Definition: Terrain Ruggedness Index minimum 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmn_GMTEDmd

Label: Terrain Ruggedness Index mean

Definition: Terrain Ruggedness Index mean 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMmx_GMTEDmd

Label: Terrain Ruggedness Index maximum

Definition: Terrain Ruggedness Index maximum 10 km spatial grain

Standard Unit

Attribute

Name: tri_10KMsd_GMTEDmd

Label: Terrain Ruggedness Index standard deviation

Definition: Terrain Ruggedness Index standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmd_GMTEDmd

Label: Terrain Ruggedness Index median

Definition: Terrain Ruggedness Index median 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmi_GMTEDmd

Label: Terrain Ruggedness Index minimum

Definition: Terrain Ruggedness Index minimum 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmn_GMTEDmd

Label: Terrain Ruggedness Index mean

Definition: Terrain Ruggedness Index mean 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMmx_GMTEDmd

Label: Terrain Ruggedness Index maximum

Definition: Terrain Ruggedness Index maximum 1 km spatial grain

Standard Unit

Attribute

Name: tri_1KMsd_GMTEDmd

Label: Terrain Ruggedness Index standard deviation

Definition: Terrain Ruggedness Index standard deviation 1 km spatial grain

Standard Unit

Attribute

Name: geom_10KMuni_GMTEDmd

Label: Geomorphological landforms (uniformity)

Definition: Geomorphological landforms (uniformity) 10 km spatial grain

Standard Unit

Attribute

Name: geom_1KMuni_GMTEDmd

Label: Geomorphological landforms (uniformity)

Definition: Geomorphological landforms (uniformity) 1 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmd_GMTEDmd

Label: Vector Ruggedness Measure median

Definition: Vector Ruggedness Measure median 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmi_GMTEDmd

Label: Vector Ruggedness Measure minimum

Definition: Vector Ruggedness Measure minimum 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmn_GMTEDmd

Label: Vector Ruggedness Measure mean

Definition: Vector Ruggedness Measure mean 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMmx_GMTEDmd

Label: Vector Ruggedness Measure maximum

Definition: Vector Ruggedness Measure maximum 10 km spatial grain

Standard Unit

Attribute

Name: vrm_10KMsd_GMTEDmd

Label: Vector Ruggedness Measure standard deviation

Definition: Vector Ruggedness Measure standard deviation 10 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmd_GMTEDmd

Label: Vector Ruggedness Measure median

Definition: Vector Ruggedness Measure median 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmi_GMTEDmd

Label: Vector Ruggedness Measure minimum

Definition: Vector Ruggedness Measure minimum 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmn_GMTEDmd

Label: Vector Ruggedness Measure mean

Definition: Vector Ruggedness Measure mean 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMmx_GMTEDmd

Label: Vector Ruggedness Measure maximum

Definition: Vector Ruggedness Measure maximum 1 km spatial grain

Standard Unit

Attribute

Name: vrm_1KMsd_GMTEDmd

Label: Vector Ruggedness Measure standard deviation

Definition: Vector Ruggedness Measure standard deviation 1 km spatial grain

Standard Unit

Default

IdentificationAbout this resource

Geographic Coverage

Bounding Box

Bounding Altitudes

Temporal Coverage

Range of Dates

resourceLicensesLicense Information

Resource License

Distribution

Online

Distribution

Online

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• Project

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Individual Name

Methods

• Method

Method Step

Data Tables

• Data Table

Physical

Data Format

Externally Defined Format

Attribute List

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