학술논문

Global maps of soil temperature
Document Type
Author
Lembrechts, Jonas J.van den Hoogen, JohanAalto, JuhaAshcroft, Michael B.De Frenne, PieterKemppinen, JuliaKopecký, MartinLuoto, MiskaMaclean, Ilya M. D.Crowther, Thomas W.Bailey, Joseph J.Haesen, StefKlinges, David H.Niittynen, PekkaScheffers, Brett R.Van Meerbeek, KoenraadAartsma, PeterAbdalaze, OtarAbedi, MehdiAerts, RienAhmadian, NegarAhrends, AntjeAlatalo, Juha M.Alexander, Jake M.Allonsius, Camille NinaAltman, JanAmmann, ChristofAndres, ChristianAndrews, ChristopherArdö, JonasArriga, NicolaArzac, AlbertoAschero, ValeriaAssis, Rafael L.Assmann, Jakob JohannBader, Maaike Y.Bahalkeh, KhadijehBarančok, PeterBarrio, Isabel C.Barros, AgustinaBarthel, MattiBasham, Edmund W.Bauters, MarijnBazzichetto, ManueleMarchesini, Luca BelelliBell, Michael C.Benavides, Juan C.Benito Alonso, José LuisBerauer, Bernd J.Bjerke, Jarle W.Björk, Robert G.Björkman, Mats P.Björnsdóttir, KatrinBlonder, BenjaminBoeckx, PascalBoike, JuliaBokhorst, StefBrum, Bárbara N. S.Brůna, JosefBuchmann, NinaBuysse, PaulineCamargo, José LuísCampoe, Otávio C.Candan, OnurCanessa, RafaellaCannone, NicolettaCarbognani, MicheleCarnicer, JofreCasanova-Katny, AngélicaCesarz, SimoneChojnicki, BogdanCholer, PhilippeChown, Steven L.Cifuentes, Edgar F.Čiliak, MarekContador, TamaraConvey, PeterCooper, Elisabeth J.Cremonese, EdoardoCurasi, Salvatore R.Curtis, RobinCutini, MaurizioDahlberg, C. JohanDaskalova, Gergana N.de Pablo, Miguel AngelDella Chiesa, StefanoDengler, JürgenDeronde, BartDescombes, PatriceDi Cecco, ValterDi Musciano, MicheleDick, JanDimarco, Romina D.Dolezal, JiriDorrepaal, EllenDušek, JiříEisenhauer, NicoEklundh, LarsErickson, Todd E.Erschbamer, BrigittaEugster, WernerEwers, Robert M.Exton, Dan A.Fanin, NicolasFazlioglu, FatihFeigenwinter, IrisFenu, GiuseppeFerlian, OlgaFernández Calzado, M. RosaFernández-Pascual, EduardoFinckh, ManfredHiggens, Rebecca FingerForte, T'ai G. W.Freeman, Erika C.Frei, Esther R.Fuentes-Lillo, EduardoGarcía, Rafael A.García, María B.Géron, CharlyGharun, ManaGhosn, DanyGigauri, KhatunaGobin, AnneGoded, IgnacioGoeckede, MathiasGottschall, FelixGoulding, KeithGovaert, SanneGraae, Bente JessenGreenwood, SarahGreiser, CarolineGrelle, AchimGuénard, BenoitGuglielmin, MauroGuillemot, JoannèsHaase, PeterHaider, SylviaHalbritter, Aud H.Hamid, MaroofHammerle, AlbinHampe, ArndtHaugum, Siri V.Hederová, LuciaHeinesch, BernardHelfter, CaroleHepenstrick, DanielHerberich, MaximilianeHerbst, MathiasHermanutz, LuiseHik, David S.Hoffrén, RaúlHomeier, JürgenHörtnagl, LukasHøye, Toke T.Hrbacek, FilipHylander, KristofferIwata, HirokiJackowicz-Korczynski, Marcin AntoniJactel, HervéJärveoja, JärviJastrzębowski, SzymonJentsch, AnkeJiménez, Juan J.Jónsdóttir, Ingibjörg S.Jucker, TommasoJump, Alistair S.Juszczak, RadoslawKanka, RóbertKašpar, VítKazakis, GeorgeKelly, JuliaKhuroo, Anzar A.Klemedtsson, LeifKlisz, MarcinKljun, NataschaKnohl, AlexanderKobler, JohannesKollár, JozefKotowska, Martyna M.Kovács, BenceKreyling, JuergenLamprecht, AndreaLang, Simone I.Larson, ChristianLarson, KeithLaska, Kamille Maire, GuerricLeihy, Rachel I.Lens, LucLiljebladh, BengtLohila, AnnaleaLorite, JuanLoubet, BenjaminLynn, JoshuaMacek, MartinMackenzie, RoyMagliulo, EnzoMaier, RegineMalfasi, FrancescoMáliš, FrantišekMan, MatějManca, GiovanniManco, AntonioManise, TanguyManolaki, ParaskeviMarciniak, FelipeMatula, RadimMazzolari, Ana ClaraMedinets, SergiyMedinets, VolodymyrMeeussen, CamilleMerinero, SoniaMesquita, Rita de Cássia GuimarãesMeusburger, KatrinMeysman, Filip J. R.Michaletz, Sean T.Milbau, AnnMoiseev, DmitryMoiseev, PavelMondoni, AndreaMonfries, RuthMontagnani, LeonardoMoriana-Armendariz, MikelMorra di Cella, UmbertoMörsdorf, MartinMosedale, Jonathan R.Muffler, LenaMuñoz-Rojas, MiriamMyers, Jonathan A.Myers-Smith, Isla H.Nagy, LaszloNardino, MariannaNaujokaitis-Lewis, IlonaNewling, EmilyNicklas, LenaNiedrist, GeorgNiessner, ArminNilsson, Mats B.Normand, SigneNosetto, Marcelo D.Nouvellon, YannNuñez, Martin A.Ogaya, RomàOgée, JérômeOkello, JosephOlejnik, JanuszOlesen, Jørgen EivindOpedal, Øystein H.Orsenigo, SimonePalaj, AndrejPampuch, TimoPanov, Alexey V.Pärtel, MeelisPastor, AdaPauchard, AníbalPauli, HaraldPavelka, MarianPearse, William D.Peichl, MatthiasPellissier, LoïcPenczykowski, Rachel M.Penuelas, JosepPetit Bon, MatteoPetraglia, AlessandroPhartyal, Shyam S.Phoenix, Gareth K.Pio, CasimiroPitacco, AndreaPitteloud, CamillePlichta, RomanPorro, FrancescoPortillo-Estrada, MiguelPoulenard, JérômePoyatos, RafaelProkushkin, Anatoly S.Puchalka, RadoslawPușcaș, MihaiRadujković, DajanaRandall, KrystalRatier Backes, AmandaRemmele, SabineRemmers, WolframRenault, DavidRisch, Anita C.Rixen, ChristianRobinson, Sharon A.Robroek, Bjorn J. M.Rocha, Adrian V.Rossi, ChristianRossi, GrazianoRoupsard, OlivierRubtsov, Alexey V.Saccone, PatrickSagot, ClotildeSallo Bravo, JhonatanSantos, Cinthya C.Sarneel, Judith M.Scharnweber, TobiasSchmeddes, JonasSchmidt, MariusScholten, ThomasSchuchardt, MaxSchwartz, NaomiScott, TonySeeber, JuliaSegalin de Andrade, Ana CristinaSeipel, TimSemenchuk, PhilippSenior, Rebecca A.Serra-Diaz, Josep M.Sewerniak, PiotrShekhar, AnkitSidenko, Nikita V.Siebicke, LukasSiegwart Collier, LauraSimpson, ElizabethSiqueira, David P.Sitková, ZuzanaSix, JohanSmiljanic, MarkoSmith, Stuart W.Smith-Tripp, SarahSomers, BenSørensen, Mia VedelSouza, José João L. L.Souza, Bartolomeu IsraelSouza Dias, ArildoSpasojevic, Marko J.Speed, James D. M.Spicher, FabienStanisci, AngelaSteinbauer, KlausSteinbrecher, RainerSteinwandter, MichaelStemkovski, MichaelStephan, Jörg G.Stiegler, ChristianStoll, StefanSvátek, MartinSvoboda, MiroslavTagesson, TorbernTanentzap, Andrew J.Tanneberger, FranziskaTheurillat, Jean-PaulThomas, Haydn J. D.Thomas, Andrew D.Tielbörger, KatjaTomaselli, MarcelloTreier, Urs AlbertTrouillier, MarioTurtureanu, Pavel DanTutton, RosamondTyystjärvi, Vilna A.Ueyama, MasahitoUjházy, KarolUjházyová, MarianaUogintas, DomasUrban, Anastasiya V.Urban, JosefUrbaniak, MarekUrsu, Tudor-MihaiVaccari, Francesco PrimoVan de Vondel, Stijnvan den Brink, LiesbethVan Geel, MaartenVandvik, VigdisVangansbeke, PieterVarlagin, AndrejVeen, G.F.Veenendaal, ElmarVenn, Susanna E.Verbeeck, HansVerbrugggen, ErikVerheijen, Frank G. A.Villar, LuisVitale, LucaVittoz, PascalVives-Ingla, Mariavon Oppen, JonathanWalz, JosefineWang, RunxiWang, YifengWay, Robert G.Wedegärtner, Ronja E. M.Weigel, RobertWild, JanWilkinson, MatthewWilmking, MartinWingate, LisaWinkler, ManuelaWipf, SonjaWohlfahrt, GeorgXenakis, GeorgiosYang, YanYu, ZichengYu, KailiangZellweger, FlorianZhang, JianZhang, ZhaochenZhao, PengZiemblińska, KlaudiaZimmermann, ReinerZong, ShengweiZyryanov, Viacheslav I.Nijs, IvanLenoir, Jonathan
Source
Global Change Biology. 28(9):3110-3144
Subject
Natural Sciences
Earth and Related Environmental Sciences
Climate Research
Naturvetenskap
Geovetenskap och miljövetenskap
Klimatforskning
bioclimatic variables
global maps
microclimate
near-surface temperatures
soil temperature
soil-dwelling organisms
temperature offset
weather stations
Language
English
ISSN
1354-1013
1365-2486
Abstract
Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.