PMID- 37679357
OWN - NLM
STAT- PubMed-not-MEDLINE
DCOM- 20230911
LR  - 20231121
IS  - 2052-4463 (Electronic)
IS  - 2052-4463 (Linking)
VI  - 10
IP  - 1
DP  - 2023 Sep 7
TI  - Monitoring of carbon-water fluxes at Eurasian meteorological stations using 
      random forest and remote sensing.
PG  - 587
LID - 10.1038/s41597-023-02473-9 [doi]
LID - 587
AB  - Simulating the carbon-water fluxes at more widely distributed meteorological 
      stations based on the sparsely and unevenly distributed eddy covariance flux 
      stations is needed to accurately understand the carbon-water cycle of terrestrial 
      ecosystems. We established a new framework consisting of machine learning, 
      determination coefficient (R(2)), Euclidean distance, and remote sensing (RS), to 
      simulate the daily net ecosystem carbon dioxide exchange (NEE) and water flux 
      (WF) of the Eurasian meteorological stations using a random forest model or/and 
      RS. The daily NEE and WF datasets with RS-based information (NEE-RS and WF-RS) 
      for 3774 and 4427 meteorological stations during 2002-2020 were produced, 
      respectively. And the daily NEE and WF datasets without RS-based information 
      (NEE-WRS and WF-WRS) for 4667 and 6763 meteorological stations during 1983-2018 
      were generated, respectively. For each meteorological station, the carbon-water 
      fluxes meet accuracy requirements and have quasi-observational properties. These 
      four carbon-water flux datasets have great potential to improve the assessments 
      of the ecosystem carbon-water dynamics.
CI  - (c) 2023. Springer Nature Limited.
FAU - Xie, Mingjuan
AU  - Xie M
AUID- ORCID: 0000-0002-6656-4744
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - Department of Geography, Ghent University, Ghent, 9000, Belgium.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Ghent, Belgium.
FAU - Ma, Xiaofei
AU  - Ma X
AUID- ORCID: 0000-0001-9456-0065
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
FAU - Wang, Yuangang
AU  - Wang Y
AUID- ORCID: 0000-0003-1207-6670
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
FAU - Li, Chaofan
AU  - Li C
AUID- ORCID: 0000-0002-6020-9899
AD  - School of Geographical Sciences, Nanjing University of Information Science and 
      Technology, Nanjing, 210044, China.
FAU - Shi, Haiyang
AU  - Shi H
AUID- ORCID: 0000-0002-6105-4737
AD  - School of Earth Sciences and Engineering, Hohai University, Nanjing, 211100, 
      China.
FAU - Yuan, Xiuliang
AU  - Yuan X
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
FAU - Hellwich, Olaf
AU  - Hellwich O
AD  - Department of Computer Vision & Remote Sensing, Technische Universitat Berlin, 
      10587, Berlin, Germany.
FAU - Chen, Chunbo
AU  - Chen C
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
FAU - Zhang, Wenqiang
AU  - Zhang W
AUID- ORCID: 0000-0001-7316-6456
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - Department of Geography, Ghent University, Ghent, 9000, Belgium.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Ghent, Belgium.
FAU - Zhang, Chen
AU  - Zhang C
AUID- ORCID: 0000-0002-1882-6236
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
FAU - Ling, Qing
AU  - Ling Q
AUID- ORCID: 0009-0000-0095-0223
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
FAU - Gao, Ruixiang
AU  - Gao R
AUID- ORCID: 0009-0006-2819-4996
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
FAU - Zhang, Yu
AU  - Zhang Y
AUID- ORCID: 0000-0002-9796-672X
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - Department of Geography, Ghent University, Ghent, 9000, Belgium.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Ghent, Belgium.
FAU - Ochege, Friday Uchenna
AU  - Ochege FU
AUID- ORCID: 0000-0002-6661-0966
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - Department of Geography and Environmental Management, University of Port 
      Harcourt, PMB 5323 Choba, East-West, Port Harcourt, Nigeria.
FAU - Frankl, Amaury
AU  - Frankl A
AUID- ORCID: 0000-0002-1685-2780
AD  - Department of Geography, Ghent University, Ghent, 9000, Belgium.
FAU - De Maeyer, Philippe
AU  - De Maeyer P
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China.
AD  - Department of Geography, Ghent University, Ghent, 9000, Belgium.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Ghent, Belgium.
FAU - Buchmann, Nina
AU  - Buchmann N
AUID- ORCID: 0000-0003-0826-2980
AD  - Department of Environmental Systems Science, Institute of Agricultural Sciences, 
      ETH Zurich, 8092, Zurich, Switzerland.
FAU - Feigenwinter, Iris
AU  - Feigenwinter I
AD  - Department of Environmental Systems Science, Institute of Agricultural Sciences, 
      ETH Zurich, 8092, Zurich, Switzerland.
FAU - Olesen, Jorgen E
AU  - Olesen JE
AUID- ORCID: 0000-0002-6639-1273
AD  - Department of Agroecology, Aarhus University, Tjele, Denmark.
FAU - Juszczak, Radoslaw
AU  - Juszczak R
AD  - Laboratory of Bioclimatology, Department of Ecology and Environmental Protection, 
      Faculty of Environmental and Mechanical Engineering, Poznan University of Life 
      Sciences, Piatkowska 94, 60-649, Poznan, Poland.
FAU - Jacotot, Adrien
AU  - Jacotot A
AUID- ORCID: 0000-0002-0126-7597
AD  - Sol, Agro et hydrosystemes, Spatialisation (SAS), UMR 1069, INRAE, Institut Agro, 
      35000, Rennes, France.
FAU - Korrensalo, Aino
AU  - Korrensalo A
AD  - Department of Environmental and Biological Sciences, University of Eastern 
      Finland, Joensuu campus, P.O Box 111, Joensuu, FI-80101, Finland.
AD  - Natural Resources Institute Finland, Joensuu, Yliopistokatu 6, FI-80130, Joensuu, 
      Finland.
FAU - Pitacco, Andrea
AU  - Pitacco A
AUID- ORCID: 0000-0002-7260-6242
AD  - University of Padova - DAFNAE, Viale dell'Universita 16, I-35020, Padova, Legnaro 
      (PD), Italy.
FAU - Varlagin, Andrej
AU  - Varlagin A
AUID- ORCID: 0000-0002-2549-5236
AD  - A.N Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, 
      119071, Leninsky pr.33, Moscow, Russia.
FAU - Shekhar, Ankit
AU  - Shekhar A
AUID- ORCID: 0000-0003-0802-2821
AD  - Department of Environmental Systems Science, Institute of Agricultural Sciences, 
      ETH Zurich, 8092, Zurich, Switzerland.
FAU - Lohila, Annalea
AU  - Lohila A
AUID- ORCID: 0000-0003-3541-672X
AD  - Climate System Research, Finnish Meteorological Institute, P.O Box 503, FI-00101, 
      Helsinki, Finland.
AD  - University of Helsinki, Institute for Atmospheric and Earth System Research 
      (INAR)/Physics, Faculty of Science, Helsinki, Finland.
FAU - Carrara, Arnaud
AU  - Carrara A
AUID- ORCID: 0000-0002-9095-8807
AD  - Fundacion CEAM, Parque Tecnologico, C/Charles R. Darwin, 14, Paterna, 46980, 
      Spain.
FAU - Brut, Aurore
AU  - Brut A
AD  - CESBIO, Universite de Toulouse, CNES/CNRS/INRAE/IRD/UPS, Toulouse, France.
FAU - Kruijt, Bart
AU  - Kruijt B
AUID- ORCID: 0000-0002-6186-1731
AD  - Wageningen Univertsity, Water Systems and Global change group, PO bx 47, 7700AA, 
      Wageningen, Netherlands.
FAU - Loubet, Benjamin
AU  - Loubet B
AD  - ECOSYS, INRAE, AgroParisTech, Universite Paris-Saclay, 22 place de l'agronomie, 
      91120, Palaiseau, France.
FAU - Heinesch, Bernard
AU  - Heinesch B
AD  - Terra Teaching and Research Center, University of Liege - Gembloux Agro-Bio Tech, 
      5030, Gembloux, Belgium.
FAU - Chojnicki, Bogdan
AU  - Chojnicki B
AD  - Laboratory of Bioclimatology, Department of Ecology and Environmental Protection, 
      Faculty of Environmental and Mechanical Engineering, Poznan University of Life 
      Sciences, Piatkowska 94, 60-649, Poznan, Poland.
FAU - Helfter, Carole
AU  - Helfter C
AUID- ORCID: 0000-0001-5773-4652
AD  - UK Centre for Ecology & Hydrology (UKCEH), Bush Estate, Penicuik, EH26 0QB, UK.
FAU - Vincke, Caroline
AU  - Vincke C
AD  - Earth and Life Institute, Universite Catholique de Louvain, 1348, 
      Louvain-la-Neuve, Belgium.
FAU - Shao, Changliang
AU  - Shao C
AD  - National Hulunber Grassland Ecosystem Observation and Research Station & 
      Institute of Agricultural Resources and Regional Planning, Chinese Academy of 
      Agricultural Sciences, Beijing, 100081, China.
FAU - Bernhofer, Christian
AU  - Bernhofer C
AUID- ORCID: 0000-0003-1061-3073
AD  - Institute of Hydrology and Meteorology, TUD Dresden University of Technology, 
      Pienner Str. 23, 01737, Tharandt, Germany.
FAU - Brummer, Christian
AU  - Brummer C
AUID- ORCID: 0000-0001-6621-5010
AD  - Thunen Institute of Climate-Smart Agriculture, 38116, Braunschweig, Germany.
FAU - Wille, Christian
AU  - Wille C
AUID- ORCID: 0000-0003-0930-6527
AD  - GFZ German Research Centre for Geosciences, Telegrafenberg, 14473, Potsdam, 
      Germany.
FAU - Tuittila, Eeva-Stiina
AU  - Tuittila ES
AUID- ORCID: 0000-0001-8861-3167
AD  - School of Forest Sciences, University of Eastern Finland, P.O Box 111, FIN-80100, 
      Joensuu, Finland.
FAU - Nemitz, Eiko
AU  - Nemitz E
AD  - UK Centre for Ecology & Hydrology (UKCEH), Bush Estate, Penicuik, EH26 0QB, UK.
FAU - Meggio, Franco
AU  - Meggio F
AUID- ORCID: 0000-0002-1693-7709
AD  - University of Padova - DAFNAE, Viale dell'Universita 16, I-35020, Padova, Legnaro 
      (PD), Italy.
FAU - Dong, Gang
AU  - Dong G
AD  - School of Life Science, Shanxi University, Taiyuan, 030006, China.
FAU - Lanigan, Gary
AU  - Lanigan G
AD  - Teagasc, Johnstown Castle, Wexford, Ireland.
FAU - Niedrist, Georg
AU  - Niedrist G
AUID- ORCID: 0000-0002-7511-6273
AD  - Eurac research, Institute for Alpine Environment, Viale Druso 1, 39100, Bolzano, 
      Italy.
FAU - Wohlfahrt, Georg
AU  - Wohlfahrt G
AUID- ORCID: 0000-0003-3080-6702
AD  - Institut fur Okologie, Universitat Innsbruck, Innrain 52, 6020, Innsbruck, 
      Austria.
FAU - Zhou, Guoyi
AU  - Zhou G
AD  - Institute of Ecology and School of Applied Meteorology, Nanjing University of 
      Information Science & Technology, Nanjing, 210044, China.
FAU - Goded, Ignacio
AU  - Goded I
AUID- ORCID: 0000-0002-1912-325X
AD  - European Commission, Joint Research Centre (JRC), Ispra, Italy.
FAU - Gruenwald, Thomas
AU  - Gruenwald T
AUID- ORCID: 0000-0003-2263-0073
AD  - Institute of Hydrology and Meteorology, TUD Dresden University of Technology, 
      Pienner Str. 23, 01737, Tharandt, Germany.
FAU - Olejnik, Janusz
AU  - Olejnik J
AUID- ORCID: 0000-0001-5305-1045
AD  - Laboratory of Meteorology, Department of Construction and Geoengineering, Faculty 
      of Environmental and Mechanical Engineering, Poznan University of Life Sciences, 
      Piatkowska 94, 60-649, Poznan, Poland.
FAU - Jansen, Joachim
AU  - Jansen J
AUID- ORCID: 0000-0001-5965-7662
AD  - Department of Ecology and Genetics/Limnology, Uppsala University, Norbyvagen 18 
      D, 752 36, Uppsala, Sweden.
FAU - Neirynck, Johan
AU  - Neirynck J
AUID- ORCID: 0000-0002-7349-3614
AD  - Research Institute for Nature and Forest, Geraardsbergen, 9500, Belgium.
FAU - Tuovinen, Juha-Pekka
AU  - Tuovinen JP
AUID- ORCID: 0000-0001-7857-036X
AD  - Climate System Research, Finnish Meteorological Institute, P.O Box 503, FI-00101, 
      Helsinki, Finland.
FAU - Zhang, Junhui
AU  - Zhang J
AD  - School of life sciences, Qufu Normal University, 57 Jingxuan West Road, Qufu, 
      273165, Shandong, China.
FAU - Klumpp, Katja
AU  - Klumpp K
AUID- ORCID: 0000-0002-4799-5231
AD  - Grassland Ecosystem Research, INRAE, VetAgro-Sup, University of Clermont 
      Auvergne, 5 Chemin de Beaulieu, 63000, Clermont Ferrand, France.
FAU - Pilegaard, Kim
AU  - Pilegaard K
AD  - Department of Environmental Engineering, Technical University of Denmark (DTU), 
      Kgs, Lyngby, 2800, Denmark.
FAU - Sigut, Ladislav
AU  - Sigut L
AUID- ORCID: 0000-0003-1951-4100
AD  - Department of Matter and Energy Fluxes, Global Change Research Institute CAS, 
      Belidla 986/4a, CZ-603 00, Brno, Czech Republic.
FAU - Klemedtsson, Leif
AU  - Klemedtsson L
AUID- ORCID: 0000-0002-1122-0717
AD  - Departement of Earth Sciences, Gothenburg University, Guldhedsgatan 5A, Po.Box 
      460, SE 405 30, Gothenburg, Sweden.
FAU - Tezza, Luca
AU  - Tezza L
AUID- ORCID: 0000-0001-7291-9487
AD  - University of Padova - DAFNAE, Viale dell'Universita 16, I-35020, Padova, Legnaro 
      (PD), Italy.
FAU - Hortnagl, Lukas
AU  - Hortnagl L
AUID- ORCID: 0000-0002-5569-0761
AD  - Department of Environmental Systems Science, Institute of Agricultural Sciences, 
      ETH Zurich, 8092, Zurich, Switzerland.
FAU - Urbaniak, Marek
AU  - Urbaniak M
AUID- ORCID: 0000-0002-1225-9170
AD  - Laboratory of Meteorology, Department of Construction and Geoengineering, Faculty 
      of Environmental and Mechanical Engineering, Poznan University of Life Sciences, 
      Piatkowska 94, 60-649, Poznan, Poland.
FAU - Roland, Marilyn
AU  - Roland M
AUID- ORCID: 0000-0002-5770-3896
AD  - Department of Biology, University of Antwerp, Wilrijk, 2610, Belgium.
FAU - Schmidt, Marius
AU  - Schmidt M
AUID- ORCID: 0000-0001-5292-7092
AD  - Agrosphere Institute IBG-3, Forschungszentrum Julich, Julich, 52425, Germany.
FAU - Sutton, Mark A
AU  - Sutton MA
AD  - UK Centre for Ecology & Hydrology (UKCEH), Bush Estate, Penicuik, EH26 0QB, UK.
FAU - Hehn, Markus
AU  - Hehn M
AD  - Institute of Hydrology and Meteorology, TUD Dresden University of Technology, 
      Pienner Str. 23, 01737, Tharandt, Germany.
FAU - Saunders, Matthew
AU  - Saunders M
AUID- ORCID: 0000-0002-1965-8932
AD  - School of Natural Sciences, Botany Discipline, Trinity College Dublin, D2, 
      Dublin, Ireland.
FAU - Mauder, Matthias
AU  - Mauder M
AD  - Institute of Hydrology and Meteorology, TUD Dresden University of Technology, 
      Pienner Str. 23, 01737, Tharandt, Germany.
FAU - Aurela, Mika
AU  - Aurela M
AUID- ORCID: 0000-0002-4046-7225
AD  - Climate System Research, Finnish Meteorological Institute, P.O Box 503, FI-00101, 
      Helsinki, Finland.
FAU - Korkiakoski, Mika
AU  - Korkiakoski M
AUID- ORCID: 0000-0001-6875-9978
AD  - Climate System Research, Finnish Meteorological Institute, P.O Box 503, FI-00101, 
      Helsinki, Finland.
FAU - Du, Mingyuan
AU  - Du M
AUID- ORCID: 0000-0003-0373-1661
AD  - National Agriculture and Food Research Organization, Tsukuba, Ibaraki, 305-8517, 
      Japan.
FAU - Vendrame, Nadia
AU  - Vendrame N
AUID- ORCID: 0000-0002-2772-6755
AD  - Center Agriculture Food Environment, University of Trento, Via Edmund Mach 1, 
      I-38010, Trento, San Michele all'Adige (TN), Italy.
FAU - Kowalska, Natalia
AU  - Kowalska N
AUID- ORCID: 0000-0002-7366-7231
AD  - Department of Matter and Energy Fluxes, Global Change Research Institute CAS, 
      Belidla 986/4a, CZ-603 00, Brno, Czech Republic.
FAU - Leahy, Paul G
AU  - Leahy PG
AUID- ORCID: 0000-0003-4478-3863
AD  - School of Engineering & Architecture, University College Cork, College Road, 
      Cork, T12 K8AF, Republic of Ireland.
FAU - Alekseychik, Pavel
AU  - Alekseychik P
AD  - Natural Resources Institute Finland, Bioeconomy and environment, 00790, Helsinki, 
      Finland.
FAU - Shi, Peili
AU  - Shi P
AUID- ORCID: 0000-0002-1120-0003
AD  - Lhasa Station, Key Laboratory of Ecosystem Network Observation and Modeling, 
      Institute of Geographic Sciences and Natural Resources Research, Chinese Academy 
      of Sciences, Beijing, 100101, China.
FAU - Weslien, Per
AU  - Weslien P
AUID- ORCID: 0000-0001-6626-2925
AD  - Departement of Earth Sciences, Gothenburg University, Guldhedsgatan 5A, Po.Box 
      460, SE 405 30, Gothenburg, Sweden.
FAU - Chen, Shiping
AU  - Chen S
AD  - State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, 
      Chinese Academy of Sciences, Beijing, 100093, China.
FAU - Fares, Silvano
AU  - Fares S
AUID- ORCID: 0000-0002-1990-0928
AD  - National Research Council of Italy, Institute for Agriculture and Forestry 
      Systems in the Mediterranean, Portici, Naples, Italy.
FAU - Friborg, Thomas
AU  - Friborg T
AUID- ORCID: 0000-0001-5633-6097
AD  - Department of Geosciences and Natural Resource Management, University of 
      Copenhagen, Oester Voldgade 10, 1350, Copenhagen K, Denmark.
FAU - Tallec, Tiphaine
AU  - Tallec T
AD  - CESBIO, Universite de Toulouse, CNES/CNRS/INRAE/IRD/UPS, Toulouse, France.
FAU - Kato, Tomomichi
AU  - Kato T
AUID- ORCID: 0000-0003-3757-3243
AD  - Research Faculty of Agriculture, Hokkaido University, Sapporo, Hokkaido, 
      060-8589, Japan.
FAU - Sachs, Torsten
AU  - Sachs T
AUID- ORCID: 0000-0002-9959-4771
AD  - GFZ German Research Centre for Geosciences, Telegrafenberg, 14473, Potsdam, 
      Germany.
FAU - Maximov, Trofim
AU  - Maximov T
AD  - Institute for Biological Problems of Cryolithozone, Siberian Branch of the 
      Russian Academy of Sciences, Yakutsk, Russia.
FAU - di Cella, Umberto Morra
AU  - di Cella UM
AD  - Climate Change Dept., Environmental Protection Agency of Aosta Valley, 
      Saint-Christophe, I-11020, Italy.
FAU - Moderow, Uta
AU  - Moderow U
AUID- ORCID: 0000-0002-5467-2211
AD  - Institute of Hydrology and Meteorology, TUD Dresden University of Technology, 
      Pienner Str. 23, 01737, Tharandt, Germany.
FAU - Li, Yingnian
AU  - Li Y
AUID- ORCID: 0000-0002-1538-687X
AD  - Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Qinghai, 
      Xining, 810008, China.
FAU - He, Yongtao
AU  - He Y
AD  - Lhasa Station, Key Laboratory of Ecosystem Network Observation and Modeling, 
      Institute of Geographic Sciences and Natural Resources Research, Chinese Academy 
      of Sciences, Beijing, 100101, China.
FAU - Kosugi, Yoshiko
AU  - Kosugi Y
AD  - Laboratory of Forest Hydrology, Graduate School of Agriculture, Kyoto University, 
      606-8502, Kyoto, Japan.
FAU - Luo, Geping
AU  - Luo G
AUID- ORCID: 0000-0003-0553-9454
AD  - State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology 
      and Geography, Chinese Academy of Sciences, Urumqi, Xinjiang, 830011, China. 
      luogp@ms.xjb.ac.cn.
AD  - College of Resources and Environment, University of Chinese Academy of Sciences, 
      Beijing, 100049, China. luogp@ms.xjb.ac.cn.
AD  - Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China. 
      luogp@ms.xjb.ac.cn.
AD  - The National Key Laboratory of Ecological Security and Sustainable Development in 
      Arid Region (proposed), Chinese Academy of Sciences, Urumqi, China. 
      luogp@ms.xjb.ac.cn.
LA  - eng
PT  - Dataset
PT  - Journal Article
DEP - 20230907
PL  - England
TA  - Sci Data
JT  - Scientific data
JID - 101640192
SB  - IM
PMC - PMC10485062
COIS- The authors declare no competing interests.
EDAT- 2023/09/08 00:42
MHDA- 2023/09/11 06:43
PMCR- 2023/09/07
CRDT- 2023/09/07 23:20
PHST- 2022/11/09 00:00 [received]
PHST- 2023/08/14 00:00 [accepted]
PHST- 2023/09/11 06:43 [medline]
PHST- 2023/09/08 00:42 [pubmed]
PHST- 2023/09/07 23:20 [entrez]
PHST- 2023/09/07 00:00 [pmc-release]
AID - 10.1038/s41597-023-02473-9 [pii]
AID - 2473 [pii]
AID - 10.1038/s41597-023-02473-9 [doi]
PST - epublish
SO  - Sci Data. 2023 Sep 7;10(1):587. doi: 10.1038/s41597-023-02473-9.