1전임연구원, 국립생태원 기후탄소연구팀, 충청남도 서천군 마서면 금강로 1210, 33657, 대한민국
2팀장, 국립생태원 기후탄소연구팀, 충청남도 서천군 마서면 금강로 1210, 33657, 대한민국
3연구원, 국립생태원 기후탄소연구팀, 충청남도 서천군 마서면 금강로 1210, 33657, 대한민국
1Associate Researcher, Climate Change and Carbon Research Team, National Institute of Ecology, 1210 Geumgang-ro, Maseo-myeon, Seocheon-gun, 33657 Chungcheongnam-do, South Korea
2Team Leader, Climate Change and Carbon Research Team, National Institute of Ecology, 1210 Geumgang-ro, Maseo-myeon, Seocheon-gun, 33657 Chungcheongnam-do, South Korea
3Researcher, Climate Change and Carbon Research Team, National Institute of Ecology, 1210 Geumgang-ro, Maseo-myeon, Seocheon-gun, 33657 Chungcheongnam-do, South Korea
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 study was supported by a grant from the National Institute of Ecology (NIE), funded by the Ministry of Environment (MOE) of the Republic of Korea (NIE-B-2024-43).
Data Availability Statement
The data that support the findings of this study are openly available in EcoBank at https://doi.or.kr/10.22756/GEO.20240000000883.
ID | Common name in Korean | Scientific name | Number of survey points | Endangered wildlife designation status |
---|---|---|---|---|
S001 | 무당개구리 | Bombina orientalis | 6,313 | |
S002 | 두꺼비 | Bufo gargarizans | 1,120 | |
S003 | 작은두꺼비 | Bufo raddei | 0 | |
S004 | 물두꺼비 | Bufo stejnegeri | 344 | |
S005 | 노랑배청개구리 | Dryophytes flaviventris | 0 | |
S006 | 청개구리 | Dryophytes japonica | 5,215 | |
S007 | 수원청개구리 | Dryophytes suweonensis | 0 | Class I |
S008 | 맹꽁이 | Kaloula borealis | 0 | Class II |
S009 | 옴개구리 | Glandirana rugosa | 1,816 | |
S010 | 황소개구리 | Lithobates catesbeianus | 1,284 | |
S011 | 금개구리 | Pelophylax chosenicus | 0 | Class II |
S012 | 참개구리 | Pelophylax nigromaculatus | 4,852 | |
S013 | 아무르산개구리 | Rana amurensis | 5 | |
S014 | 한국산개구리 | Rana coreana | 1,282 | |
S015 | 북방산개구리 | Rana dybowskii | 7,026 | |
S016 | 계곡산개구리 | Rana huanrenensis | 6,395 | |
S017 | 큰산개구리 | Rana uenoi | 107 | |
S018 | 거제도롱뇽 | Hynobius geojeensis | 0 | |
S019 | 도롱뇽 | Hynobius leechii | 6,081 | |
S020 | 남방도롱뇽 | Hynobius notialis | 0 | |
S021 | 숨은의령도롱뇽 | Hynobius perplicatus | 0 | |
S022 | 제주도롱뇽 | Hynobius quelpaertensis | 444 | |
S023 | 꼬마도롱뇽 | Hynobius unisacculus | 0 | |
S024 | 고리도롱뇽 | Hynobius yangi | 0 | Class II |
S025 | 한국꼬리치레도롱뇽 | Onychodactylus koreanus | 1,711 | |
S026 | 양산꼬리치레도롱뇽 | Onychodactylus silanus | 0 | |
S027 | 네발가락도롱뇽 | Salamandrella keyserlingii | 0 | |
S028 | 이끼도롱뇽 | Karsenia koreana | 465 | |
S029 | 대륙유혈목이 | Amphiesma vibakari | 277 | |
S030 | 능구렁이 | Dinodon rufozonatum | 732 | |
S031 | 세줄무늬뱀 | Elaphe davidi | 0 | |
S032 | 누룩뱀 | Elaphe dione | 2,005 | |
S033 | 구렁이 | Elaphe schrenckii | 0 | Class II |
S034 | 실뱀 | Hierophis spinalis | 45 | |
S035 | 무자치 | Oocatochus rufodorsatus | 741 | |
S036 | 줄꼬리뱀 | Orthriophis taeniura | 0 | |
S037 | 유혈목이 | Rhabdophis tigrinus | 2,998 | |
S038 | 비바리뱀 | Sibynophis chinensis | 0 | Class I |
S039 | 얼룩바다뱀 | Hydrophis cyanocinctus | 0 | |
S040 | 먹대가리바다뱀 | Hydrophis melanocephalus | 0 | |
S041 | 좁은띠큰바다뱀 | Laticauda laticaudata | 0 | |
S042 | 넓은띠큰바다뱀 | Laticauda semifasciata | 0 | |
S043 | 바다뱀 | Pelamis platura | 0 | |
S044 | 도마뱀부치 | Gekko japonicus | 9 | |
S045 | 표범장지뱀 | Eremias argus | 0 | Class II |
S046 | 아무르장지뱀 | Takydromus amurensis | 1,130 | |
S047 | 줄장지뱀 | Takydromus wolteri | 841 | |
S048 | 장수도마뱀 | Plestiodon coreensis | 0 | |
S049 | 북도마뱀 | Scincella huanrenensis | 42 | |
S050 | 도마뱀 | Scincella vandenburghi | 780 | |
S051 | 살모사 | Gloydius brevicaudus | 597 | |
S052 | 까치살모사 | Gloydius saxatilis | 198 | |
S053 | 쇠살모사 | Gloydius ussuriensis | 2,588 | |
S054 | 북살모사 | Vipera berus | 0 | |
S055 | 붉은바다거북 | Caretta caretta | 1 | |
S056 | 푸른바다거북 | Chelonia mydas | 0 | |
S057 | 매부리바다거북 | Eretmochelys imbricata | 0 | |
S058 | 장수거북 | Dermochelys coriacea | 0 | |
S059 | 리버쿠터 | Pseudemys concinna | 5 | |
S060 | 플로리다붉은배거북 | Pseudemys nelsoni | 0 | |
S061 | 붉은귀거북 | Trachemys scripta | 204 | |
S062 | 남생이 | Mauremys reevesii | 0 | Class II |
S063 | 자라 | Pelodiscus maackii | 92 | |
S064 | 중국자라 | Pelodiscus sinensis | 32 |
Category | Data code | Data description | Source data | Resolution |
Publisher | |
---|---|---|---|---|---|---|
Spatial | Temporal | |||||
Climate | Bio01-Bio19 | 19 bioclimatic variables | MK-PRISM v2.1 | 0.01 degrees (approximately 1 km2) | 2000-2019 | Korea Meteorological Administration |
SSP_5ENSMN | 2021-2100 | |||||
Geography | DEM | Digital elevation model (altitude) | Aster GDEM version 3 | 1 arc second (approximately 30 m2) | 2000-2013 | National Aeronautics and Space Administration in United States of America |
Slope | Slope calculated from DEM | |||||
TWI | Topographic wetness index calculated from DEM | |||||
D_water | Distance from inland water | River width from digital topographic map | Spatial maps in polygons | 2024 | Han River Flood Control Office in South Korea | |
National river map and local river map | Spatial maps in polygons | 2014 | National Geographic Information Institute in South Korea |
Field name | Alias (in Korean) | Description |
---|---|---|
NO | 지점 식별 번호 | Identification number of points |
ID | 종 식별 부호 | Identification code of species |
CLASS | 강명 | Class name of species |
KC_CLASS | 국문 강명 | Class name of species in Korean |
ORDER | 목명 | Order name of species |
KC_ORDER | 국문 목명 | Order name of species in Korean |
FAMILY | 과명 | Family name of species |
KC_FAMILY | 국문 과명 | Family name of species in Korean |
GENUS | 속명 | Genus name of species |
KC_GENUS | 국문 속명 | Genus name of species in Korean |
SCI_NAME | 학명 | Scientific name of species |
KC_NAME | 국명 | Common name (in Korean) of species |
LON_DD | 경도_십진수도 | Longitude (decimal degree) |
LAT_DD | 위도_십진수도 | Latitude (decimal degree) |
SUR_YEAR | 조사년도 | Year in which the survey was carried out |
SOUR | 조사 자료 출처 | URL of the survey data |
KC_SOUR | 국문 조사 자료 출처 | Korean language sources of the survey data |
Data code | Data description | Korea’s range | Species’s range |
---|---|---|---|
Bio01 | Annual mean temperature (℃) | 2.8-17.2 | 4.1-16.6 |
Bio02 | Mean diurnal range (mean of monthly [minimum temperature-maximum temperature]) (℃) | 5.3-14.9 | 5.3-13.8 |
Bio03 | Isothermality (Bio2/Bio7) ×100 (%) | 18.9-36.0 | 19.2-35.2 |
Bio04 | Temperature Seasonality (standard deviation ×100) | 721.2-1,151.1 | 734.3-1,133.7 |
Bio05 | Maximum temperature of warmest month (℃) | 19.5-32.2 | 20.2-32.1 |
Bio06 | Minimum temperature of coldest month (℃) | -18.4 to 4.1 | -16.4 to 4.0 |
Bio07 | Temperature annual range (Bio5-Bio6) (℃) | 25.7-44.1 | 25.8-43.4 |
Bio08 | Mean temperature of wettest quarter (℃) | 14.6-26.0 | 15.2-25.9 |
Bio09 | Mean temperature of driest quarter (℃) | -10.6 to 11.2 | -9.6 to 7.7 |
Bio10 | Mean temperature of warmest quarter (℃) | 15.1-26.4 | 15.6-26.2 |
Bio11 | Mean temperature of coldest quarter (℃) | -10.6 to 8.3 | -9.6 to 7.67 |
Bio12 | Annual precipitation (mm) | 666.9-5,263.9 | 740.7-4,838.5 |
Bio13 | Precipitation of wettest month (mm) | 157.1-996.6 | 187.7-973.5 |
Bio14 | Precipitation of driest month (mm) | 8.7-158.5 | 9.4-144.5 |
Bio15 | Precipitation seasonality (coefficient of variation) | 17.7-125.1 | 45.0-121.6 |
Bio16 | Precipitation of wettest quarter (mm) | 387.2-2,297.9 | 430.6-2,236.6 |
Bio17 | Precipitation of driest quarter (mm) | 35.1-577.5 | 39.9-528.7 |
Bio18 | Precipitation of warmest quarter (mm) | 387.2-2,194.7 | 430.6-2,115.8 |
Bio19 | Precipitation of coldest quarter (mm) | 35.2-648.0 | 39.9-528.7 |
DEM | Digital elevation model (altitude) (m) | 0-1,760 | 0-1,760 |
Slope | Slope calculated from DEM (°) | 0-56.4 | 0-54.8 |
TWI | Topographic wetness index calculated from DEM (unitless) | 6.3-25.1 | 6.4-23.2 |
D_water | Distance from inland water (m) | 0-150,730 | 0-147,134 |
ID | Bio03 | Bio04 | Bio05 | Bio13 | Bio17 | DEM | Slope | TWI | D_water |
---|---|---|---|---|---|---|---|---|---|
S001 | 1.12 | 11.77 | 18.91 | 1.31 | 3.97 | 11.29 | 40.82 | 5.25 | 5.56 |
S002 | 2.47 | 39.54 | 2.80 | 8.13 | 13.16 | 4.09 | 3.25 | 12.85 | 13.71 |
S004 | 13.85 | 5.14 | 25.91 | 6.94 | 9.38 | 14.34 | 6.10 | 9.26 | 9.08 |
S006 | 2.75 | 24.55 | 8.62 | 4.11 | 10.66 | 17.32 | 1.96 | 13.08 | 16.95 |
S009 | 4.23 | 17.03 | 3.00 | 5.84 | 9.44 | 29.31 | 4.34 | 6.07 | 20.74 |
S010 | 4.07 | 5.14 | 5.00 | 24.63 | 4.85 | 49.12 | 0.80 | 5.40 | 0.99 |
S012 | 4.21 | 20.24 | 3.39 | 3.68 | 14.11 | 30.14 | 0.81 | 7.85 | 15.57 |
S014 | 4.94 | 7.57 | 11.24 | 5.41 | 11.48 | 48.25 | 3.87 | 5.78 | 1.46 |
S015 | 3.27 | 15.55 | 29.77 | 4.20 | 8.64 | 12.31 | 15.26 | 5.00 | 6.00 |
S016 | 62.29 | 5.23 | 3.63 | 7.69 | 2.61 | 8.04 | 7.05 | 1.45 | 2.01 |
S017 | 1.67 | 18.98 | 11.62 | 6.19 | 24.62 | 15.98 | 5.79 | 11.82 | 3.33 |
S019 | 2.02 | 7.65 | 13.93 | 51.71 | 6.27 | 6.45 | 3.95 | 3.66 | 4.36 |
S022 | 16.94 | 32.96 | 4.37 | 16.15 | 17.05 | 2.71 | 1.02 | 3.53 | 5.27 |
S025 | 8.54 | 10.45 | 17.62 | 5.28 | 21.08 | 20.51 | 4.96 | 6.36 | 5.20 |
S028 | 3.03 | 11.96 | 4.55 | 7.44 | 6.73 | 17.07 | 4.65 | 2.62 | 41.95 |
S029 | 3.88 | 11.05 | 16.01 | 4.63 | 25.50 | 15.80 | 11.80 | 2.78 | 8.55 |
S030 | 3.24 | 33.81 | 8.46 | 5.20 | 10.33 | 5.97 | 6.17 | 4.91 | 21.91 |
S032 | 1.80 | 12.29 | 27.25 | 3.66 | 8.76 | 7.75 | 6.55 | 12.06 | 19.88 |
S035 | 4.46 | 8.59 | 3.28 | 4.06 | 8.11 | 32.50 | 1.06 | 26.88 | 11.06 |
S037 | 4.37 | 18.79 | 7.59 | 4.23 | 11.74 | 9.44 | 2.54 | 17.25 | 24.05 |
S046 | 3.91 | 3.48 | 36.40 | 3.90 | 7.43 | 8.85 | 17.00 | 4.78 | 14.25 |
S047 | 2.77 | 36.54 | 9.81 | 7.44 | 5.27 | 22.12 | 1.45 | 8.32 | 6.28 |
S050 | 4.16 | 12.51 | 5.56 | 1.06 | 8.73 | 1.97 | 62.71 | 1.01 | 2.29 |
S051 | 5.92 | 30.66 | 6.47 | 9.97 | 15.84 | 4.54 | 1.40 | 3.78 | 21.42 |
S052 | 10.16 | 3.77 | 34.09 | 3.45 | 13.83 | 12.83 | 9.77 | 9.70 | 2.40 |
S053 | 4.35 | 12.34 | 34.15 | 1.61 | 12.03 | 12.69 | 7.52 | 7.62 | 7.69 |
S061 | 5.93 | 26.30 | 15.55 | 13.80 | 8.98 | 22.90 | 0.77 | 2.22 | 3.55 |
S063 | 8.11 | 0.52 | 1.15 | 5.81 | 3.90 | 26.95 | 1.80 | 43.11 | 8.65 |
Average | 7.09 | 15.87 | 13.22 | 8.13 | 10.88 | 16.83 | 8.40 | 8.73 | 10.86 |
ID | Bio03 | Bio04 | Bio05 | Bio13 | Bio17 | DEM | Slope | TWI | D_water |
---|---|---|---|---|---|---|---|---|---|
S001 | 1.61 | 21.85 | 12.38 | 2.40 | 6.03 | 31.55 | 4.84 | 11.16 | 8.18 |
S002 | 2.71 | 41.76 | 2.52 | 11.51 | 14.63 | 5.18 | 4.63 | 10.45 | 6.61 |
S004 | 19.28 | 5.46 | 10.79 | 7.10 | 10.31 | 21.18 | 9.51 | 8.44 | 7.93 |
S006 | 2.64 | 31.59 | 7.24 | 4.89 | 17.92 | 18.69 | 1.91 | 7.76 | 7.36 |
S009 | 5.27 | 24.59 | 3.11 | 6.44 | 20.07 | 19.25 | 2.18 | 6.87 | 12.22 |
S010 | 1.90 | 11.33 | 12.33 | 15.8 | 9.58 | 43.66 | 0.48 | 3.89 | 1.03 |
S012 | 4.50 | 27.93 | 6.50 | 5.84 | 21.95 | 23.88 | 1.07 | 2.64 | 5.69 |
S014 | 5.66 | 11.06 | 12.59 | 8.50 | 19.17 | 34.53 | 3.52 | 3.73 | 1.24 |
S015 | 3.43 | 23.74 | 10.78 | 5.49 | 10.53 | 21.01 | 8.14 | 8.71 | 8.17 |
S016 | 9.70 | 12.18 | 3.90 | 3.84 | 4.24 | 52.71 | 4.64 | 4.73 | 4.06 |
S017 | 1.80 | 6.79 | 5.75 | 12.10 | 28.00 | 21.69 | 8.56 | 14.00 | 1.31 |
S019 | 2.78 | 21.62 | 5.41 | 2.43 | 15.92 | 24.04 | 6.43 | 10.64 | 10.73 |
S022 | 13.59 | 25.56 | 3.05 | 1.83 | 51.66 | 2.61 | 0.13 | 0.50 | 1.07 |
S025 | 7.61 | 13.04 | 5.57 | 3.88 | 16.64 | 44.97 | 2.69 | 3.23 | 2.37 |
S028 | 5.07 | 9.56 | 4.92 | 33.41 | 4.36 | 26.03 | 10.21 | 1.37 | 5.07 |
S029 | 6.58 | 8.97 | 7.35 | 4.93 | 26.92 | 27.09 | 7.18 | 3.31 | 7.67 |
S030 | 3.14 | 42.02 | 4.37 | 8.04 | 11.16 | 10.73 | 4.41 | 5.51 | 10.62 |
S032 | 2.99 | 26.48 | 7.51 | 5.23 | 11.59 | 11.22 | 4.02 | 15.81 | 15.15 |
S035 | 6.49 | 17.59 | 6.32 | 4.23 | 19.73 | 30.04 | 1.04 | 4.09 | 10.47 |
S037 | 3.77 | 24.72 | 8.78 | 5.35 | 19.40 | 12.27 | 2.45 | 14.38 | 8.88 |
S046 | 8.94 | 9.85 | 19.69 | 5.44 | 10.93 | 25.77 | 7.38 | 7.23 | 4.77 |
S047 | 3.63 | 38.97 | 12.01 | 8.94 | 8.53 | 12.51 | 5.18 | 6.58 | 3.65 |
S050 | 18.78 | 12.75 | 21.46 | 3.03 | 24.06 | 4.35 | 6.01 | 1.87 | 7.69 |
S051 | 4.21 | 40.84 | 3.64 | 6.97 | 20.47 | 5.51 | 1.20 | 4.43 | 12.73 |
S052 | 13.61 | 6.63 | 11.29 | 4.80 | 18.29 | 25.09 | 6.42 | 11.18 | 2.69 |
S053 | 5.55 | 19.18 | 11.46 | 3.00 | 7.70 | 28.12 | 4.60 | 11.55 | 8.84 |
S061 | 1.48 | 41.65 | 14.05 | 1.43 | 19.28 | 16.13 | 1.10 | 2.04 | 2.84 |
S063 | 5.25 | 1.94 | 1.48 | 9.20 | 3.95 | 26.84 | 5.12 | 32.48 | 13.74 |
Average | 6.14 | 20.70 | 8.44 | 7.00 | 16.18 | 22.38 | 4.47 | 7.81 | 6.89 |
Essential |
||
---|---|---|
Field | Sub-Category | |
Title of Dataset | The Spatial Data to Forecast Potential Habitat for Amphibians and Reptiles under Climate Change | |
DOI | https://doi.or.kr/10.22756/GEO.20240000000883 | |
Category | Biota | |
Temporal Coverage | [Data 1] 2003.01.-2023.12. | |
[Data 2 and 3] 2010.01.-2090.12. | ||
Spatial Coverage | Address | None |
WGS84 Coordinates | [Latitude] 33.20°N to 38.59°N | |
[Longitude] 124.64°E to 130.91°E | ||
[Data 1] Point | ||
[Data 2 and 3] Raster (asc, geotiff) | ||
Personnel | Name | Man-Seok Shin |
Affiliation | National Institute of Ecology | |
manhae@nie.re.kr | ||
CC License | CC BY-NC | |
Optional |
||
Field | Sub-Category | |
Summary of Dataset | The distribution data and environmental information for predicting potential habitat for amphibians and reptiles in South Korea were established | |
[Data 1] Species location information | ||
[Data 2] Environmental spatial information | ||
[Data 3] Predicted potential habitats | ||
Project | [NIE-B-2024-43] Development of Carbon-Biodiversity Linkage Assessment Indicator by Ecosystem Types (2024) | |
Instrument | ArcGIS Pro 3.3.0 |
DEM, digital elevation model.
URL, uniform resource locator.
DEM, digital elevation model.
DEM, digital elevation model; TWI, topographic wetness index.
DEM, digital elevation model; TWI, topographic wetness index.