1Associate Researcher, Ecological Information Team, National Institute of Ecology, 1210 Geumgang-ro, Maseo-myeon, Seocheon-gun, 33657 Chungcheongnam-do, South Korea
2Lecturer, Faculty of Environment and Natural Resources, Nong Lam University - Ho Chi Minh City, Linh Trung ward, Thu Duc city, 700000 Ho Chi Minh, Vietnam
3Researcher, Research Center for Climate Change, Nong Lam University - Ho Chi Minh City, Linh Trung ward, Thu Duc city, 700000 Ho Chi Minh, Vietnam
4Director, Research Center for Climate Change, Nong Lam University - Ho Chi Minh City, Linh Trung ward, Thu Duc city, 700000 Ho Chi Minh, Vietnam
Copyright © 2024 GeoAI Data Society
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Conflict of Interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Funding Information
This work was supported by the Research for maintenance and application of EcoBank (2nd year) funded by National Institute of Ecology (grant number, NIE-B-2024-01).
Data Availability Statement
The data that support the findings of this study are openly available in EcoBank (https://nie-ecobank.kr/) at http://doi.or.kr/10.22756/GEO.20240000000871.
Field name | Description | Unit | Data type |
---|---|---|---|
GNS | Identification number of points | - | Character |
LAT | Latitude | Decimal degrees | Numeric |
LON | Longitude | Decimal degrees | Numeric |
RFRNC | Reference of occurrence data | - | Character |
bio1 | Annual mean temperature | ℃ | Numeric |
bio2 | Mean diurnal range (mean of monthly [maximun temperautre-minimum temperature]) | °C | Numeric |
bio3 | Isothermality (Bio2/Bio7) (×100) | % | Numeric |
bio4 | Temperature seasonality (standard deviation ×100) | °C | Numeric |
bio5 | Maximum temperature of warmest month | °C | Numeric |
bio6 | Minimum temperature of coldest month | °C | Numeric |
bio7 | Temperature annual range (Bio5-Bio6) | °C | Numeric |
bio8 | Mean temperature of wettest quarter | °C | Numeric |
bio9 | Mean temperature of driest quarter | °C | Numeric |
bio10 | Mean temperature of warmest quarter | °C | Numeric |
bio11 | Mean temperature of coldest quarter | °C | Numeric |
bio12 | Annual precipitation | mm | Numeric |
bio13 | Precipitation of wettest month | mm | Numeric |
bio14 | Precipitation of driest month | mm | Numeric |
bio15 | Precipitation seasonality (coefficient of variation) | fraction | Numeric |
bio16 | Precipitation of wettest quarter | mm | Numeric |
bio17 | Precipitation of driest quarter | mm | Numeric |
bio18 | Precipitation of warmest quarter | mm | Numeric |
bio19 | Precipitation of coldest quarter | mm | Numeric |
CEC | Cation exchange capacity | mmol(c)/kg | Numeric |
SOC | Soil organic carbon content in the fine earth fraction | dg/kg | Numeric |
DEM | Height above sea level | m | Numeric |
Field name | SSP1-2.6 (mean±SD) |
SSP2-4.5 (mean±SD) |
SSP3-7.0 (mean±SD) |
SSP5-8.5 (mean±SD) |
||||
---|---|---|---|---|---|---|---|---|
2021-2040 | 2041-2060 | 2021-2040 | 2041-2060 | 2021-2040 | 2041-2060 | 2021-2040 | 2041-2060 | |
bio1 | 24.47±2.72 | 24.93±2.68 | 24.61±2.74 | 25.14±2.72 | 24.55±2.74 | 25.26±2.72 | 24.51±2.72 | 25.43±2.69 |
bio2 | 7.37±0.85 | 7.40±0.86 | 7.31±0.83 | 7.38±0.84 | 7.27±0.83 | 7.28±0.84 | 7.36±0.85 | 7.37±0.86 |
bio3 | 49.09±12.16 | 49.71±11.67 | 49.35±12.14 | 49.16±11.78 | 48.80±12.69 | 48.82±12.61 | 48.86±12.08 | 49.45±12.12 |
bio4 | 299.37±156.80 | 292.32±151.28 | 296.44±155.57 | 295.67±152.33 | 302.79±161.00 | 303.46±158.75 | 298.16±156.16 | 295.28±153.77 |
bio5 | 31.83±2.38 | 32.21±2.37 | 31.96±2.40 | 32.49±2.40 | 31.92±2.38 | 32.66±2.38 | 31.81±2.37 | 32.76±2.38 |
bio6 | 15.98±4.65 | 16.59±4.51 | 16.35±4.60 | 16.7±4.62 | 16.12±4.70 | 16.86±4.61 | 15.90±4.70 | 17.05±4.56 |
bio7 | 15.84±3.70 | 15.63±3.54 | 15.61±3.58 | 15.79±3.57 | 15.80±3.80 | 15.80±3.74 | 15.90±3.72 | 15.71±3.61 |
bio8 | 26.90±2.27 | 27.28±2.29 | 27.03±2.28 | 27.55±2.28 | 27.10±2.29 | 27.81±2.30 | 26.97±2.28 | 27.84±2.28 |
bio9 | 20.61±4.67 | 21.22±4.53 | 20.90±4.60 | 21.35±4.64 | 20.68±4.70 | 21.40±4.65 | 20.63±4.73 | 21.66±4.60 |
bio10 | 27.74±2.37 | 28.12±2.37 | 27.88±2.37 | 28.40±2.37 | 27.88±2.37 | 28.61±2.37 | 27.75±2.37 | 28.68±2.37 |
bio11 | 20.45±4.27 | 21.02±4.15 | 20.67±4.27 | 21.20±4.22 | 20.51±4.32 | 21.23±4.25 | 20.50±4.27 | 21.53±4.17 |
bio12 | 1,740.16±348.55 | 1,755.18±344.99 | 1,711.16±342.24 | 1,707.62±341.20 | 1,665.23±333.78 | 1,635.27±328.98 | 1,704.40±345.58 | 1,699.30±339.32 |
bio13 | 357.19±84.24 | 355.18±79.51 | 345.53±80.29 | 343.71±79.08 | 329.49±77.53 | 328.01±76.40 | 346.53±82.72 | 341.48±78.85 |
bio14 | 14.16±12.29 | 14.16±12.40 | 14.13±12.35 | 13.8±12.05 | 14.14±12.31 | 13.81±11.94 | 13.92±12.02 | 13.98±12.13 |
bio15 | 84.41±8.98 | 83.87±8.94 | 83.32±8.67 | 83.64±8.22 | 81.85±8.76 | 82.97±8.41 | 83.84±9.14 | 83.12±8.59 |
bio16 | 940.11±213.98 | 936.98±206.44 | 910.74±205.16 | 912.29±206.58 | 873.73±197.81 | 870.04±200.57 | 914.27±209.12 | 905.19±207.10 |
bio17 | 66.65±40.00 | 66.1±40.49 | 66.18±40.26 | 64.78±39.58 | 66.81±40.35 | 64.31±39.07 | 64.83±39.43 | 65.97±39.90 |
bio18 | 642.55±260.98 | 655.69±264.69 | 625.65±247.56 | 628.8±255.11 | 613.81±232.01 | 601.27±240.85 | 636.88±251.21 | 627.51±251.84 |
bio19 | 99.41±87.28 | 101.21±87.26 | 100.00±86.18 | 97.75±85.72 | 98.8±88.49 | 95.37±85.08 | 97.56±85.88 | 99.78±86.31 |
Field name | Prediction (mean±SD) | Prediction range (min, max) | Projection (mean±SD) | Projection range (min, max) |
---|---|---|---|---|
DEM | 2.81±2.75 | -3, 15 | 390.85±426.33 | -30, 3,004 |
CEC | 232.53±28.44 | 154.67, 315.00 | 177.62±25.13 | 108.17, 339.33 |
SOC | 389.41±70.38 | 203.50, 636.66 | 210.25±71.40 | 83.17, 824.50 |
Sort | Field | Subcategory#1 | Subcategory#2 |
---|---|---|---|
Essential | *Title | A dataset for species distribution modelling of mangroves in Vietnam: based on the national forest inventory monitoring | |
*DOI name | http://doi.or.kr/10.22756/GEO.20240000000871 | ||
*Category | Plant | ||
*Temporal Coverage | The prediction data: | ||
- Mangrove occurrences: 2013-2016 | |||
- Historical climate: 1970-2000 | |||
- Soil property variables: 2017 | |||
- Elevation data (DEM): 2013 | |||
The projection data: | |||
- Future climate: 2021–2040 and 2041–2060 | |||
*Spatial Coverage | East: 109.4545,West: 102.1458, South: 8.570833, North: 23.3875 | ||
WGS84 | |||
*Personnel | Name | Sungsoo Yoon | |
Affiliation | National Institute of Ecology | ||
yssfran@nie.re.kr | |||
*CC License | CC BY-NC | ||
Summary of Dataset | The dataset includes genus-level scientific names of mangroves, occurrence coordinates, elevation, bioclimatic variables (covering the historical period from 1970 to 2000 and the future period from 2021 to 2060 using the GISS-E2-1-G GCM under four SSPs: 1-2.6, 2-4.5, 3-7.0, 5-8.5), and soil properties (SOC, CEC). The dataset is composed of one data table for prediction data and eight data tables for projection data. | ||
Optional | Project | Research for maintenance and application of EcoBank (2nd year) | |
Instrument | R software, ArcGIS Pro, Field Survey |
SSP, shared socioeconomic pathway; SD, standard deviation.
DEM, digital elevation model; SD, standard deviation; min, minimum; max, maximum.