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This research was supported by the Ministerio de Economia y Competitividad (grant no. CGL2014-55883-JIN), the Ministerio de Ciencia e Innovacion (grant no. RTI2018-095297-J-I00), the Ministerio de Ciencia e Innovacion (grant no. CAS16/00207), the Agencia de Gestio d'Ajuts Universitaris i de Recerca (grant no. SGR1001), the Alexander von Humboldt-Stiftung (Humboldt Research Fellowship for Experienced Researchers (RP)), and the Institucio Catalana de Recerca i Estudis Avancats (Academia Award (JMV)). Victor Flo was supported by the doctoral fellowship FPU15/03939 (MECD, Spain).

Analysis of institutional authors

Garcia-Tejera, OAuthorSanchez-Costa, EAuthor

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Article

Global transpiration data from sap flow measurements: the SAPFLUXNET database

Publicated to:Earth System Science Data. 13 (6): 2607-2649 - 2021-06-14 13(6), DOI: 10.5194/essd-13-2607-2021

Authors: Poyatos, R; Granda, V; Flo, V; Adams, MA; Adorján, B; Aguadé, D; Aidar, MPM; Allen, S; Alvarado-Barrientos, MS; Anderson-Teixeira, KJ; Aparecido, LM; Arain, MA; Aranda, I; Asbjornsen, H; Baxter, R; Beamesderfer, E; Berry, ZC; Berveiller, D; Blakely, B; Boggs, J; Bohrer, G; Bolstad, P; Bonal, D; Bracho, R; Brito, P; Brodeur, J; Casanoves, F; Chave, J; Chen, H; Cisneros, C; Clark, K; Cremonese, E; Dang, HZ; David, JS; David, TS; Delpierre, N; Desai, AR; Do, FC; Dohnal, M; Domec, JC; Dzikiti, S; Edgar, C; Eichstaedt, R; El-Madany, TS; Elbers, J; Eller, CB; Euskirchen, ES; Ewers, B; Fonti, P; Forner, A; Forrester, D; Freitas, HC; Galvagno, M; Garcia-Tejera, O; Ghimire, CP; Gimeno, TE; Grace, J; Granier, A; Griebel, A; Guangyu, Y; Gush, MB; Hanson, PJ; Hasselquist, NJ; Heinrich, I; Hernandez-Santana, V; Herrmann, V; Hölttä, T; Holwerda, F; Irvine, J; Ayutthaya, SIN; Jarvis, PG; Jochheim, H; Joly, CA; Kaplick, J; Kim, HS; Klemedtsson, L; Kropp, H; Lagergren, F; Lane, P; Lang, P; Lapenas, A; Lechuga, V; Lee, M; Leuschner, C; Limousin, JM; Linares, JC; Linderson, ML; Lindroth, A; Llorens, P; Lopez-Bernal, A; Loranty, MM; Lüttschwager, D; Macinnis-Ng, C; Maréchaux, I; Martin, TA; Matheny, A; McDowell, N; McMahon, S; Meir, P; Mészáros, I; Migliavacca, M; Mitchell, P; Mölder, M; Montagnani, L; Moore, GW; Nakada, R; Niu, FR; Nolan, RH; Norby, R; Novick, K; Oberhuber, W; Obojes, N; Oishi, AC; Oliveira, RS; Oren, R; Ourcival, JM; Paljakka, T; Perez-Priego, O; Peri, PL; Peters, RL; Pfautsch, S; Pockman, WT; Preisler, Y; Rascher, K; Robinson, G; Rocha, H; Rocheteau, A; Röll, A; Rosado, BHP; Rowland, L; Rubtsov, A; Sabaté, S; Salmon, Y; Salomón, RL; Sánchez-Costa, E; Schäfer, KVR; Schuldt, B; Shashkin, A; Stahl, C; Stojanovic, M; Suárez, JC; Sun, G; Szatniewska, J; Tatarinov, F; Tesar, M; Thomas, FM; Tor-ngern, P; Urban, J; Valladares, F; van der Tol, C; van Meerveld, I; Varlagin, A; Voigt, H; Warren, J; Werner, C; Werner, W; Wieser, G; Wingate, L; Wullschleger, S; Yi, K; Zweifel, R; Steppe, K; Mencuccini, M; Martínez-Vilalta, J

Affiliations

Arizona State Univ, Sch Earth & Space Explorat, Tempe, AZ USA - Author
CATIE Ctr Agron Trop Invest & Ensenanza, Cartago, Turrialba, Costa Rica - Author
Chapman Univ, Schmid Coll Sci & Technol, Orange, CA 92866 USA - Author
Chinese Acad Forestry, Inst Desertificat Studies, Beijing 100091, Peoples R China - Author
CREAF, E-08193 Catalonia, Cerdanyola Del, Spain - Author
Environm Protect Agcy Aosta Valley, Climate Change Unit, I-11020 St Christophe, Italy - Author
Inst Bot, Plant Physiol & Biochem, Sao Paulo, Brazil - Author
Inst Ecolog AC, Red Ecolog Func, Xalapa, Veracruz, Mexico - Author
Inst Nacl Invest Agr & Vet IP, Av Republ, P-2780159 Oeiras, Portugal - Author
Joint Res Unit CREAF CTFC, Bellaterra, Catalonia, Spain - Author
McMaster Univ, McMaster Ctr Climate Change, Hamilton, ON, Canada - Author
McMaster Univ, McMaster Univ Lib, Hamilton, ON, Canada - Author
McMaster Univ, Sch Earth Environm & Soc, Hamilton, ON, Canada - Author
McMaster Univ, Sch Geog & Earth Sci, Hamilton, ON, Canada - Author
Natl Inst Agr & Food Res & Technol INIA, Forest Res Ctr CIFOR, Dept Forest Ecol & Genet, Avda A Coruna Km 7-5, Madrid 28040, Spain - Author
No Arizona Univ, Sch Informat Comp & Cyber Syst, Flagstaff, AZ 86011 USA - Author
Ohio State Univ, Dept Civil Environm & Geodet Engn, 405 Hitchcock Hall,2070 Neil Ave, Columbus, OH 43210 USA - Author
Producció Vegetal. IRTA Investigación y Tecnología Agroalimentarias - Author
Smithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA USA - Author
Smithsonian Trop Res Inst, Ctr Trop Forest Sci Forest Global Earth Observ, Panama City, Panama - Author
Swinburne Univ Technol, Fac Sci Engn & Technol, Hawthorn, Vic 3122, Australia - Author
Texas A&M Univ, Dept Ecosyst Sci & Management, College Stn, TX USA - Author
Univ Autonoma Barcelona, E-08193 Catalonia, Cerdanyola Del, Spain - Author
Univ Debrecen, Fac Sci & Technol, Dept Bot, Egyet Ter 1, H-4032 Debrecen, Hungary - Author
Univ Durham, Dept Biosci, Durham, England - Author
Univ Florida, Sch Forest Resources & Conservat, Gainesville, FL 32611 USA - Author
Univ Illinois, Urbana, IL USA - Author
Univ La Laguna ULL, Dept Bot Ecol & Plant Physiol, Apdo 456, Tenerife 38200, Spain - Author
Univ Lisbon, Ctr Estudos Florestais, Inst Super Agron, P-1349017 Lisbon, Portugal - Author
Univ Lorraine, AgroParisTech, INRAE, F-54000 Nancy, France - Author
Univ Minnesota, Dept Forest Resources, St Paul, MN USA - Author
Univ Nacl Chimborazo, Fac Ingn, Carrera Ingn Ambiental, EC-060108 Riobamba, Ecuador - Author
Univ Nevada, Dept Nat Resources & Environm Sci, Reno, NV 89557 USA - Author
Univ New Hampshire, Dept Nat Resources & Environm, Durham, NH 03824 USA - Author
Univ Paris Saclay, Ecol Systemat & Evolut, AgroParisTech, CNRS, F-91405 Orsay, France - Author
Univ Paul Sabatier, Lab Evolut & Diversite Biol, UPS, CNRS,IRD, Batiment 4R1,118 Route Narbonne, F-31062 Toulouse 4, France - Author
Univ Sydney, Sch Life & Environm Sci, Camperdown, NSW, Australia - Author
Univ Twente, Fac Geoinformat & Earth Observat ITC, Hengelosestr 99, NL-7514 AE Enschede, Netherlands - Author
Ús eficient de l'aigua. IRTA Investigación y Tecnología Agroalimentarias - Author
US Forest Serv, Eastern Forest Environm Threat Assessment Ctr, Southern Res Stn, USDA, Res Triangle Pk, NC 27709 USA - Author
US Forest Serv, USDA, Northern Res Stn, Silas Little Expt Forest, New Lisbon, NJ 08064 USA - Author
Xiamen Univ, Sch Life Sci, Key Lab, Minist Educ Coastal & Wetland Ecosyst, Xiamen 361005, Fujian, Peoples R China - Author
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Abstract

Plant transpiration links physiological responses of vegetation to water supply and demand with hydrological, energy, and carbon budgets at the land-atmosphere interface. However, despite being the main land evaporative flux at the global scale, transpiration and its response to environmental drivers are currently not well constrained by observations. Here we introduce the first global compilation of whole-plant transpiration data from sap flow measurements (SAPFLUXNET, https://sapfluxnet.creaf.cat/, last access: 8 June 2021). We harmonized and quality-controlled individual datasets supplied by contributors worldwide in a semi-automatic data workflow implemented in the R programming language. Datasets include sub-daily time series of sap flow and hydrometeorological drivers for one or more growing seasons, as well as metadata on the stand characteristics, plant attributes, and technical details of the measurements. SAPFLUXNET contains 202 globally distributed datasets with sap flow time series for 2714 plants, mostly trees, of 174 species. SAPFLUXNET has a broad bioclimatic coverage, with woodland/shrubland and temperate forest biomes especially well represented (80 % of the datasets). The measurements cover a wide variety of stand structural characteristics and plant sizes. The datasets encompass the period between 1995 and 2018, with 50 % of the datasets being at least 3 years long. Accompanying radiation and vapour pressure deficit data are available for most of the datasets, while on-site soil water content is available for 56 % of the datasets. Many datasets contain data for species that make up 90 % or more of the total stand basal area, allowing the estimation of stand transpiration in diverse ecological settings. SAPFLUXNET adds to existing plant trait datasets, ecosystem flux networks, and remote sensing products to help increase our understanding of plant water use, plant responses to drought, and ecohydrological processes. SAPFLUXNET version 0.1.5 is freely available from the Zenodo repository (https://doi.org/10.5281/zenodo.3971689; Poyatos et al., 2020a). The "sapfluxnetr" R package - designed to access, visualize, and process SAPFLUXNET data - is available from CRAN.

Keywords

Eddy covarianceFlux-densityHeat-pulse methodPlant transpirationRadial patternsSapflow measurementsStomatal conductanceThermal dissipationVapor-pressure deficitWater-use strategies

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Earth System Science Data due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2021, it was in position 5/202, thus managing to position itself as a Q1 (Primer Cuartil), in the category Meteorology & Atmospheric Sciences. Notably, the journal is positioned above the 90th percentile.

This publication has been distinguished as a “Highly Cited Paper” by the agencies WoS (ESI, Clarivate) and ESI (Clarivate), meaning that it ranks within the top 1% of the most cited articles in its thematic field during the year of its publication. In terms of the observed impact of the contribution, this work is considered one of the most influential worldwide, as it is recognized as highly cited. (source consulted: ESI Nov 14, 2024)

And this is evidenced by the extremely high normalized impacts through some of the main indicators of this type, which, although dynamic over time and dependent on the set of average global citations at the time of calculation, already indicate that they are well above the average in different agencies:

  • Normalization of citations relative to the expected citation rate (ESI) by the Clarivate agency: 6.59 (source consulted: ESI Nov 14, 2024)
  • Field Citation Ratio (FCR) from Dimensions: 31.99 (source consulted: Dimensions Jun 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-06-24, the following number of citations:

  • WoS: 91
  • OpenCitations: 81

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-24:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 259.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 259 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 18.8.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 30 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: http://hdl.handle.net/20.500.12327/1559

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Argentina; Australia; Austria; Belgium; Brazil; Canada; China; Colombia; Costa Rica; Czech Republic; Ecuador; Finland; France; Germany; Hungary; Israel; Italy; Japan; Mexico; Netherlands; New Zealand; Panama; Portugal; Republic of Korea; Russia; South African Republic; Sweden; Switzerland; Thailand; United Kingdom; United States of America.