Table 12 Summary statistics compiled for the Eco-ISEA3H database37. Each is described by the source dataset name, version, and scenario from which it was derived; the temporal period it represents, as well as the temporal resolution of the source dataset and derived statistic; the source theme from which it was derived; the statistic(s) and ISEA3H resolution(s) by which the source theme, classes, and/or variables were summarized; and finally the null value used to indicate missing data.

From: Eco-ISEA3H, a machine learning ready spatial database for ecometric and species distribution modeling

Dataset

Version

Scenario

Period

Source Resolution

Eco-ISEA3H Resolution

Theme

Summary Statistic(s)

ISEA Resolution(s)

Null Value

Climate

Community Climate System Model Version 4 (CCSM4)

.

Historical

1950–2000

Annual

Single Summary

Expert Team on Climate Change Detection & Indices (ETCCDI) Climate Extremes Indices

IDW

9

.

.

RCP 8.5

2061–2080

Single Summary

Single Summary

Bioclimatic Variables (BIO)

Mean

9

−1000

European Centre for Medium-Range Weather Forecasts (ECMWF)

ERA-40

.

1958–2001

Annual

Single Summary

Expert Team on Climate Change Detection & Indices (ETCCDI) Climate Extremes Indices

IDW

5–9

.

ENVIronmental Rasters for Ecological Modeling (ENVIREM)

1.0

.

1950–2000

Single Summary

Single Summary

Climatic Variables

Mean

8–9

−1000

GLOH2O

1.0

.

1980–2016

Single Summary

Single Summary

Köppen-Geiger Climate Classification

Fraction, Mode

9

NA

WorldClim

1.4

.

1950–2000

Single Summary

Single Summary

Bioclimatic Variables (BIO)

Mean

9

−1000

2.0

.

1970–2000

Single Summary

Single Summary

Bioclimatic Variables (BIO)

Mean

6–9

−100

Bioclimatic Variables (BIO)

Centroid

5–10

−100

Monthly Precipitation (PREC)

−1

Monthly Solar Radiation (SRAD)

−1

Monthly Mean Temperature (TAVG)

−100

Monthly Minimum Temperature (TMIN)

−100

Monthly Maximum Temperature (TMAX)

−100

Monthly Vapor Pressure (VAPR)

−1

Monthly Wind Speed (WIND)

−1

Geology

Digital Soil Map of the World (DSMW)

3.6

.

.

.

.

Soil Units

Fraction, Mode

5–6, 9

−1

Global Lithological Map (GLiM)

1.1

.

.

.

.

Lithology

Centroid

9

Sedimentary Basins

.

.

.

.

.

Structure

Fraction

9

.

Human Geography

Gridded Population of the World (GPW)

4.11

.

2000, 2005, 2010, 2015, 2020

Annual

Annual

Population Density

Mean

6–9

−1

Land Cover

MCD12Q1

6.0

.

2001, 2014–2018

Annual

Annual

International Geosphere-Biosphere Programme (IGBP) Land Cover Classification

Centroid, Fraction, Mode

5–10

−1

MOD44B

6.0

.

2018

Annual

Annual

Vegetation Continuous Fields (VCF)

Mean

9

−1

Physical Geography

         

ENVIronmental Rasters for Ecological Modeling (ENVIREM)

1.0

.

.

.

.

Topographic Variables

Mean

8–9

−1000

Natural Earth (NE)

4.1.0

.

.

.

.

Lakes

Fraction

5–9

.

Land

Minor Islands

Terra

SRTM30-PLUS

11

.

.

.

.

Elevation

Mean

6–10

.

World Wildlife Fund (WWF) Terrestrial Ecoregions (TE)

2.0

.

.

.

.

Biogeographic Realms

Fraction, Mode

5–9

−1

World Wildlife Fund (WWF) Global Lakes & Wetlands Database (GLWD)

1.0

.

.

.

.

Level 3

Fraction, Mode

9

−1

Species Ranges

Red List (RL) of Threatened Species

2019.1

.

.

.

.

Artiodactyla: Antilocapridae, Bovidae, Camelidae, Cervidae, Giraffidae, Hippopotamidae, Moschidae, Suidae, Tayassuidae, Tragulidae

Fraction

8–9

.

Perissodactyla: Equidae, Rhinocerotidae, Tapiridae

Fraction

8–9

.

Primates: Aotidae, Atelidae, Callitrichidae, Cebidae, Cercopithecidae, Cheirogaleidae, Daubentoniidae, Galagidae, Hominidae, Hylobatidae, Indriidae, Lemuridae, Lepilemuridae, Lorisidae, Pitheciidae, Tarsiidae

Fraction

9

.

Proboscidea: Elephantidae

Fraction

7–9

.

Phylogenetic Atlas of Mammal Macroecology (PHYLACINE)

1.2.1

Present

.

.

.

Artiodactyla

Centroid

9

.

Perissodactyla

Primates

Proboscidea

Present Natural

.

.

.

Artiodactyla

Centroid

9

.

Perissodactyla

Primates

Proboscidea