Abstract
Rainfall patterns are predicted to change dramatically in many terrestrial landscapes, including drylands. The most limiting resources for plant growth in arid regions is nitrogen (N) as well as water. A natural aridity gradient provides appropriate candidate conditions for predicting the impacts of changes in rainfall on soil N dynamics. To comprehensively and mechanistically examine soil N dynamics, we focused on the steps of N transformation, their microbial drivers, and the determining soil properties. We divided the N transformation process into three steps: (i) organic matter degradation, (ii) N mineralization, and (iii) nitrification, which are driven primarily by fungi, prokaryotes, and ammonia oxidizers, respectively. Soil samples were collected from three black locust forests with mean annual precipitations ranging from 449 to 606 mm. Along the aridity gradient, all three steps changed while maintaining a balance. The degradation and mineralization steps varied with changes in the soil fungal and prokaryotic communities, respectively. The compositions of these communities were determined by soil substrate quality and quantity; saprotrophs and copiotrophs decreased along the aridity gradient. On the other hand, the abundance of ammonia-oxidizing bacteria, which correlated with the rate of nitrification, was likely determined by soil moisture. Therefore, if precipitation were to decrease, changes in the nitrification step might be the first mechanism to limit plant productivity in semi-arid forests. This limitation would extend to the other steps in the N cycling process via plant–soil feedback. Thus, N cycling dynamics are predicted to achieve new stable states suited to the changed precipitation regime.
Similar content being viewed by others
References
Adair KL, Schwartz E (2008) Evidence that ammonia-oxidizing archaea are more abundant than ammonia-oxidizing bacteria in semiarid soils of northern Arizona, USA. Microb Ecol 56:420–426. https://doi.org/10.1007/s00248-007-9360-9
Armstrong A, Valverde A, Ramond J et al (2016) Temporal dynamics of hot desert microbial communities reveal structural and functional responses to water input. Nat Publ Gr. https://doi.org/10.1038/srep34434
Austin AT, Sala OE (2002) Carbon and nitrogen dynamics across a natural precipitation gradient in Patagonia, Argentina. J Veg Sci 13:351–360. https://doi.org/10.1111/j.1654-1103.2002.tb02059.x
Banning NC, Maccarone LD, Fisk LM, Murphy DV (2015) Ammonia-oxidising bacteria not archaea dominate nitrification activity in semi-arid agricultural soil. Sci Rep. https://doi.org/10.1038/srep11146
Barnard RL, Osborne CA, Firestone MK (2013) Responses of soil bacterial and fungal communities to extreme desiccation and rewetting. ISME J 7:2229–2241. https://doi.org/10.1038/ismej.2013.104
Bastian F, Bouziri L, Nicolardot B, Ranjard L (2009) Impact of wheat straw decomposition on successional patterns of soil microbial community structure. Soil Biol Biochem 41:262–275. https://doi.org/10.1016/j.soilbio.2008.10.024
Bell TH, Yergeau E, Maynard C et al (2013) Predictable bacterial composition and hydrocarbon degradation in Arctic soils following diesel and nutrient disturbance. ISME J 7:1200–1210. https://doi.org/10.1038/ismej.2013.1
Bengtsson-Palme J, Ryberg M, Hartmann M et al (2013) Improved software detection and extraction of ITS1 and ITS2 from ribosomal ITS sequences of fungi and other eukaryotes for analysis of environmental sequencing data. Methods Ecol Evol 4:914–919. https://doi.org/10.1111/2041-210X.12073
Bouskill NJ, Lim HC, Borglin S et al (2013) Pre-exposure to drought increases the resistance of tropical forest soil bacterial communities to extended drought. ISME J 7:384–394. https://doi.org/10.1038/ismej.2012.113
Bowles TM, Jackson LE, Cavagnaro TR (2018) Mycorrhizal fungi enhance plant nutrient acquisition and modulate nitrogen loss with variable water regimes. Glob Chang Biol 24:e171–e182. https://doi.org/10.1111/gcb.13884
Burke IC, Lauenroth WK, Parton WJ, Parton WJ (1997) Regional and temporal variation in net primary production and nitrogen mineralization in grasslands. Ecology 78:1330–1340. https://doi.org/10.2307/2266128
Burns LC, Stevens RJ, Laughlin RJ (1996) Production of nitrite in soil by simultaneous nitrification and denitrification. Soil Biol Biochem 28:609–616. https://doi.org/10.1016/0038-0717(95)00175-1
Cederlund H, Wessén E, Enwall K et al (2014) Soil carbon quality and nitrogen fertilization structure bacterial communities with predictable responses of major bacterial phyla. Appl Soil Ecol 84:62–68. https://doi.org/10.1016/j.apsoil.2014.06.003
Chen Y, Xu Z, Hu H et al (2013) Responses of ammonia-oxidizing bacteria and archaea to nitrogen fertilization and precipitation increment in a typical temperate steppe in Inner Mongolia. Appl Soil Ecol 68:36–45. https://doi.org/10.1016/j.apsoil.2013.03.006
Chen J, Xiao G, Kuzyakov Y et al (2017) Soil nitrogen transformation responses to seasonal precipitation changes are regulated by changes in functional microbial abundance in a subtropical forest. Biogeosciences 14:2513–2525. https://doi.org/10.5194/bg-14-2513-2017
Chigineva NI, Aleksandrova AV, Tiunov AV (2009) The addition of labile carbon alters litter fungal communities and decreases litter decomposition rates. Appl Soil Ecol 42:264–270. https://doi.org/10.1016/j.apsoil.2009.05.001
Cleveland CC, Nemergut DR, Schmidt SK, Townsend AR (2007) Increases in soil respiration following labile carbon additions linked to rapid shifts in soil microbial community composition. Biogeochemistry 82:229–240. https://doi.org/10.1007/s10533-006-9065-z
Cregger MA, Schadt CW, McDowell NG et al (2012) Response of the soil microbial community to changes in precipitation in a semiarid ecosystem. Appl Environ Microbiol 78:8587–8594. https://doi.org/10.1128/AEM.02050-12
Cretoiu MS, Korthals GW, Visser JHM, Van Elsas JD (2013) Chitin amendment increases soil suppressiveness toward plant pathogens and modulates the actinobacterial and oxalobacteraceal communities in an experimental agricultural field. Appl Environ Microbiol 79:5291–5301. https://doi.org/10.1128/AEM.01361-13
de Vries FT, Liiri ME, Bjørnlund L et al (2012) Legacy effects of drought on plant growth and the soil food web. Oecologia 170:821–833. https://doi.org/10.1007/s00442-012-2331-y
de Vries FT, Griffiths RI, Bailey M et al (2018) Soil bacterial networks are less stable under drought than fungal networks. Nat Commun. https://doi.org/10.1038/s41467-018-05516-7
Di HJ, Cameron KC, Shen JP et al (2009) Nitrification driven by bacteria and not archaea in nitrogen-rich grassland soils. Nat Geosci 2:621–624. https://doi.org/10.1038/ngeo613
Eskelinen A, Harrison SP (2015) Resource colimitation governs plant community responses to altered precipitation. Proc Natl Acad Sci 112:13009–13014. https://doi.org/10.1073/pnas.1508170112
Feral CJW, Epstein HE, Otter L et al (2003) Carbon and nitrogen in the soil-plant system along rainfall and land-use gradients in southern Africa. J Arid Environ 54:327–343. https://doi.org/10.1006/jare.2002.1091
Fierer N, Jackson J (2005) Assessment of soil microbial community structure by use of taxon-specific quantitative PCR assays. Appl Environ Microbiol 71:4117. https://doi.org/10.1128/AEM.71.7.4117
Fierer N, Bradford MA, Jackson RB (2007) Toward an ecological classification of soil bacteria. Ecology 88:1354–1364. https://doi.org/10.1890/05-1839
Finzi AC, Canham CD, Van Breemen N (1998) Canopy tree soil interactions within temperate forests: species effects on pH and cations. Ecol Appl 8:447–454. https://doi.org/10.2307/2641084
Ford DJ, Cookson WR, Adams MA, Grierson PF (2007) Role of soil drying in nitrogen mineralization and microbial community function in semi-arid grasslands of north-west Australia. Soil Biol Biochem 39:1557–1569. https://doi.org/10.1016/j.soilbio.2007.01.014
Fox J, Weisberg S, Adler D et al (2014) Package ‘car’ (Version 2.1-3)
Franzluebbers AJ, Haney RL, Hons FM, Zuberer DA (1996) Determination of microbial biomass and nitrogen mineralization following rewetting dried soil. Soil Sci Soc Am J 60:1133–1139
Frey SD, Elliott ET, Paustian K (1999) Bacterial and fungal abundance and biomass in conventional and no-tillage agroecosystems along two climatic gradients. Soil Biol Biochem 31:573–585. https://doi.org/10.1016/S0038-0717(98)00161-8
Gleeson DB, Müller C, Banerjee S et al (2010) Response of ammonia oxidizing archaea and bacteria to changing water filled pore space. Soil Biol Biochem 42:1888–1891. https://doi.org/10.1016/j.soilbio.2010.06.020
Göransson H, Godbold DL, Jones DL, Rousk J (2013) Bacterial growth and respiration responses upon rewetting dry forest soils: impact of drought-legacy. Soil Biol Biochem 57:477–486. https://doi.org/10.1016/j.soilbio.2012.08.031
Hanson CA, Allison SD, Bradford MA et al (2008) Fungal taxa target different carbon sources in forest soil. Ecosystems 11:1157–1167. https://doi.org/10.1007/s10021-008-9186-4
Hawkes CV, Kivlin SN, Rocca JD et al (2011) Fungal community responses to precipitation. Glob Chang Biol 17:1637–1645. https://doi.org/10.1111/j.1365-2486.2010.02327.x
Hu H, Zhang L, Dai Y et al (2013) pH-dependent distribution of soil ammonia oxidizers across a large geographical scale as revealed by high-throughput pyrosequencing. J Soils Sediments 13:1439–1449. https://doi.org/10.1007/s11368-013-0726-y
Hu H, Macdonald CA, Trivedi P et al (2015) Water addition regulates the metabolic activity of ammonia oxidizers responding to environmental perturbations in dry subhumid ecosystems. Environ Microbiol 17:444–461. https://doi.org/10.1111/1462-2920.12481
IPCC (2007) Climate change 2007: synthesis report. Contribution of working groups I, II and III to the fourth assessment report of the Intergovernmental Panel on Climate Change
Isobe K, Ohte N, Oda T et al (2015) Microbial regulation of nitrogen dynamics along the hillslope of a natural forest. Front Environ Sci 2:1–8. https://doi.org/10.3389/fenvs.2014.00063
Isobe K, Oka H, Watanabe T et al (2018) High soil microbial activity in the winter season enhances nitrogen cycling in a cool-temperate deciduous forest. Soil Biol Biochem 124:90–100. https://doi.org/10.1016/j.soilbio.2018.05.028
Iwaoka C, Imada S, Taniguchi T et al (2018) The impacts of soil fertility and salinity on soil nitrogen dynamics mediated by the soil microbial community beneath the halophytic shrub Tamarisk. Microb Ecol 75:985–996. https://doi.org/10.1007/s00248-017-1090-z
Kao-Kniffin J, Balser TC (2008) Soil fertility and the impact of exotic invasion on microbial communities in Hawaiian forests. Microb Ecol 56:55–63. https://doi.org/10.1007/s00248-007-9323-1
Kowalchuk GA, Stephen JR (2001) Ammonia-oxidizing bacteria: a model for molecular microbial ecology. Annu Rev Microbiol 55:485–529. https://doi.org/10.1146/annurev.micro.55.1.485
Ladwig LM, Sinsabaugh RL, Collins SL, Thomey ML (2015) Soil enzyme responses to varying rainfall regimes in Chihuahuan Desert soils. Ecosphere 6:1–10. https://doi.org/10.1890/ES14-00258.1
Landesman WJ, Dighton J (2010) Response of soil microbial communities and the production of plant-available nitrogen to a two-year rainfall manipulation in the New Jersey Pinelands. Soil Biol Biochem 42:1751–1758. https://doi.org/10.1016/j.soilbio.2010.06.012
Langille M, Zaneveld J, Caporaso JG et al (2013) Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences. Nat Biotechnol 31:814–821. https://doi.org/10.1038/nbt.2676
Lauber CL, Hamady M, Knight R, Fierer N (2009) Pyrosequencing-based assessment of soil pH as a predictor of soil bacterial community structure at the continental scale. Appl Environ Microbiol 75:5111–5120. https://doi.org/10.1128/AEM.00335-09
Lennon JT, Aanderud ZT, Lehmkuhl BK, Schoolmaster DR (2012) Mapping the niche space of soil microorganisms using taxonomy and traits. Ecology 93:1867–1879. https://doi.org/10.1890/11-1745.1
Li Z, Zheng FL, Liu WZ (2012) Spatiotemporal characteristics of reference evapotranspiration during 1961-2009 and its projected changes during 2011-2099 on the Loess Plateau of China. Agric For Meteorol. https://doi.org/10.1016/j.agrformet.2011.10.019
Li T, Ren B, Wang D, Liu G (2015) Spatial variation in the storages and age-related dynamics of forest carbon sequestration in different climate zones-evidence from black locust plantations on the loess plateau of China. PLoS One. https://doi.org/10.1371/journal.pone.0121862
Lindahl BD, Ihrmark K, Bogberg J et al (2007) Spatial separation of litter decomposition and mycorrhizal nitrogen uptake in a boreal forest. New Phytol 173:611–620. https://doi.org/10.1111/j.1469-8137.2006.01936.x
Maestre FT, Delgado-Baquerizo M, Jeffries TC et al (2015) Increasing aridity reduces soil microbial diversity and abundance in global drylands. Proc Natl Acad Sci 112:15684–15689. https://doi.org/10.1073/pnas.1516684112
Maharjan B, Venterea RT (2013) Nitrite intensity explains N management effects on N2O emissions in maize. Soil Biol Biochem 66:229–238. https://doi.org/10.1016/j.soilbio.2013.07.015
Marcos MS, Bertiller MB, Cisneros HS, Olivera NL (2016) Nitrification and ammonia-oxidizing bacteria shift in response to soil moisture and plant litter quality in arid soils from the Patagonian Monte. Pedobiologia (Jena) 59:1–10. https://doi.org/10.1016/j.pedobi.2015.11.002
Meier IC, Leuschner C (2014) Nutrient dynamics along a precipitation gradient in European beech forests. Biogeochemistry 120:51–69. https://doi.org/10.1007/s10533-014-9981-2
Mikha MM, Rice CW, Milliken GA (2005) Carbon and nitrogen mineralization as affected by drying and wetting cycles. Soil Biol Biochem 37:339–347. https://doi.org/10.1016/j.soilbio.2004.08.003
Moore JC, McCann K, Setälä H, De Ruiter PC (2003) Top-down is bottom-up: does predation in the rhizosphere regulate aboveground dynamics? Ecology 84:846–857. https://doi.org/10.1890/0012-9658(2003)084%5b0846:TIBDPI%5d2.0.CO;2
Nguyen NH, Song Z, Bates ST et al (2016) FUNGuild: an open annotation tool for parsing fungal community datasets by ecological guild. Fungal Ecol 20:241–248. https://doi.org/10.1016/j.funeco.2015.06.006
Norby RJ, Warren JM, Iversen CM et al (2010) CO2 enhancement of forest productivity constrained by limited nitrogen availability. Proc Natl Acad Sci 107:19368–19373. https://doi.org/10.1073/pnas.1006463107
Norman JS, Barrett JE (2014) Substrate and nutrient limitation of ammonia-oxidizing bacteria and archaea in temperate forest soil. Soil Biol Biochem 69:141–146. https://doi.org/10.1016/j.soilbio.2013.11.003
Ogaya R, Penuelas J (2007) Tree growth, mortality, and above-ground biomass accumulation in a holm oak forest under a five-year experimental field drought. Plant Ecol 189:291–299. https://doi.org/10.1007/s11258-006-9184-6
Oksanen AJ, Blanchet FG, Friendly M et al (2016) Package ‘vegan’ (Version 2.4-0)
Otsuki K, Yamanaka N, Du S et al (2005) Seasonal changes of forest ecosystem in an artificial forest of Robinia pseudoacacia in the Loess Plateau in China. J Agric Meteorol 60:613–616. https://doi.org/10.2480/agrmet.613
Phillips RP, Brzostek E, Midgley MG (2013) The mycorrhizal-associated nutrient economy: a new framework for predicting carbon—nutrient couplings in temperate forests. New Phytol 199:41–51. https://doi.org/10.1111/nph.12221
Phillips LA, Ward V, Jones MD (2014) Ectomycorrhizal fungi contribute to soil organic matter cycling in sub-boreal forests. ISME J 8:699–713. https://doi.org/10.1038/ismej.2013.195
Placella SA, Firestone MK (2013) Transcriptional response of nitrifying communities to wetting of dry soil. Appl Environ Microbiol 79:3294–3302. https://doi.org/10.1128/AEM.00404-13
Placella SA, Brodie EL, Firestone MK (2012) Rainfall-induced carbon dioxide pulses result from sequential resuscitation of phylogenetically clustered microbial groups. Proc Natl Acad Sci 109:10931–10936. https://doi.org/10.1073/pnas.1204306109
Prosser JI, Nicol GW (2008) Relative contributions of archaea and bacteria to aerobic ammonia oxidation in the environment. Environ Microbiol 10:2931–2941. https://doi.org/10.1111/j.1462-2920.2008.01775.x
Qiu L, Zheng F, Yin R (2012) SWAT-based runoff and sediment simulation in a small watershed, the loessial hilly-gullied region of China: capabilities and challenges. Int J Sediment Res 27:226–234. https://doi.org/10.1016/S1001-6279(12)60030-4
Ren H, Xu Z, Isbell F et al (2017) Exacerbated nitrogen limitation ends transient stimulation of grassland productivity by increased precipitation. Ecol Monogr 87:457–469. https://doi.org/10.1002/ecm.1262
Rousk J, Bååth E, Brookes PC et al (2010) Soil bacterial and fungal communities across a pH gradient in an arable soil. ISME J 4:1340–1351. https://doi.org/10.1038/ismej.2010.58
Rustad LE, Campbell JL, Marion GM et al (2001) A meta-analysis of the response of soil respiration, net nitrogen mineralization, and aboveground plant growth to experimental ecosystem warming. Oecologia 126:543–562. https://doi.org/10.1007/s004420000544
Saetre P, Stark JM (2005) Microbial dynamics and carbon and nitrogen cycling following re-wetting of soils beneath two semi-arid plant species. Oecologia 142:247–260. https://doi.org/10.1007/s00442-004-1718-9
Schimel JP, Bilbrough C, Welker JM (2004) Increased snow depth affects microbial activity and nitrogen mineralization in two Arctic tundra communities. Soil Biol Biochem 36:217–227. https://doi.org/10.1016/j.soilbio.2003.09.008
Shimadzu (2013) 680°C combusion catalytic oxidation method measurement principles
Smith SE, Read DJ (2010) Mycorrhizal symbiosis. Academic Press, London
Smith RV, Doyle RM, Burns LC, Stevens RJ (1997) A model for nitrite accumulation in soils. Soil Biol Biochem 29:1241–1247. https://doi.org/10.1016/S0038-0717(97)00028-X
Smith JL, Halvorson JJ, Bolton H (2002) Soil properties and microbial activity across a 500 m elevation gradient in a semi-arid environment. Soil Biol Biochem 34:1749–1757. https://doi.org/10.1016/S0038-0717(02)00162-1
Ste-Marie C, Paré D (1999) Soil, pH and N availability effects on net nitrification in the forest floors of a range of boreal forest stands. Soil Biol Biochem 31:1579–1589. https://doi.org/10.1016/S0038-0717(99)00086-3
Suzuki MT, Giovannoni SJ (1996) Bias caused by template annealing in the amplification of mixtures of 16S rRNA genes. Appl Environ Microbiol 62:2–8
Tateno R, Taniguchi T, Zhang J et al (2017) Net primary production, nitrogen cycling, biomass allocation, and resource use efficiency along a topographical soil water and nitrogen gradient in a semi-arid forest near an arid boundary. Plant Soil 420:209–222. https://doi.org/10.1007/s11104-017-3390-y
Taylor AE, Vajrala N, Giguere AT et al (2013) Use of aliphatic n-alkynes to discriminate soil nitrification activities of ammonia-oxidizing thaumarchaea and bacteria. Appl Environ Microbiol 79(21):6544–6551. https://doi.org/10.1128/AEM.01928-13
Toju H, Tanabe AS, Yamamoto S, Sato H (2012) High-coverage ITS primers for the DNA-based identification of Ascomycetes and Basidiomycetes in environmental samples. PLoS ONE. https://doi.org/10.1371/journal.pone.0040863
Tsunekawa A (2014) Knowledge and technology to save drylands: solutions to desertification, land degradation and drought. Maruzen Publishing (in Japanese)
Updegraff K, Pastor J, Bridgham SD, Johnston CA (1995) Environmental and substrate controls over carbon and nitrogen mineralization in northern wetlands. Ecol Appl 5:151–163. https://doi.org/10.2307/1942060
Venterea RT, Clough TJ, Coulter JA et al (2015) Ammonium sorption and ammonia inhibition of nitrite-oxidizing bacteria explain contrasting soil N2O production. Sci Rep. https://doi.org/10.1038/srep12153
Verhamme DT, Prosser JI, Nicol GW (2011) Ammonia concentration determines differential growth of ammonia-oxidising archaea and bacteria in soil microcosms. ISME J 5:1067–1071. https://doi.org/10.1038/ismej.2010.191
Wan L, Zhang XP, Ma Q et al (2014) Spatiotemporal characteristics of precipitation and extreme events on the Loess Plateau of China between 1957 and 2009. Hydol Proccess 28:4971–4983. https://doi.org/10.1002/hyp.9951
Wang Y, Qian P (2009) Conservative fragments in bacterial 16S rRNA genes and primer design for 16S ribosomal DNA amplicons in metagenomic studies. PLoS ONE. https://doi.org/10.1371/journal.pone.0007401
Wang S, Wang Y, Feng X (2011) Quantitative analyses of ammonia-oxidizing Archaea and bacteria in the sediments of four nitrogen-rich wetlands in China. Appl Microbiol Biotechnol 90:779–787. https://doi.org/10.1007/s00253-011-3090-0
Wang X, Ye J, Perez PG et al (2013) The impact of organic farming on the soluble organic nitrogen pool in horticultural soil under open field and greenhouse conditions: a case study. Soil Sci Plant Nutr 59:237–248. https://doi.org/10.1080/00380768.2013.770722
Xiong J, Liu Y, Lin X et al (2012) Geographic distance and pH drive bacterial distribution in alkaline lake sediments across Tibetan Plateau. Environ Microbiol 14:2457–2466. https://doi.org/10.1111/j.1462-2920.2012.02799.x
Xu Z, Wan S, Ren H et al (2012) Effects of water and nitrogen addition on species turnover in temperate grasslands in northern China. PLoS ONE. https://doi.org/10.1371/journal.pone.0039762
Yahdjian L, Sala OE (2010) Size of precipitation pulses controls nitrogen transformation and losses in an arid Patagonian ecosystem. Ecosystems 13:575–585. https://doi.org/10.1007/s10021-010-9341-6
Yu Z, Kraus TEC, Dahlgren RA et al (2002) Contribution of amino compounds to dissolved organic nitrogen in forest soils. Biogeochemistry 61:173–198. https://doi.org/10.1023/A:1020221528515
Zimmerman AE, Martiny AC, Allison SD (2013) Microdiversity of extracellular enzyme genes among sequenced prokaryotic genomes. ISME J 7:1187–1199. https://doi.org/10.1038/ismej.2012.176
Acknowledgements
We greatly thank to members of the Institute of Soil and Water Conservation of Chinese Academy of Science (CAS), the Arid Land Research Center (ALRC) of Tottori University, and the Field Science, Education and Research Center (FSERC) of Kyoto University, for cooperation and logistics in both of field survey and laboratory analysis. We also greatly thank Dr. Kazuo Isobe, Dr. Takahito Yoshioka, Dr. Naoko Tokuchi and Dr. Kazuya Kobayashi for helpful comments. This study was financially supported in part by JSPS-KAKENHI (Grant No.15H05113), Grant-in-Aid for JSPS Research Fellow (Grant No. 17J07686) and Fund of Joint Research Program of Arid Land Research Center, Tottori University.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible Editor: Steven Perakis.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Tatsumi, C., Taniguchi, T., Du, S. et al. The steps in the soil nitrogen transformation process vary along an aridity gradient via changes in the microbial community. Biogeochemistry 144, 15–29 (2019). https://doi.org/10.1007/s10533-019-00569-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10533-019-00569-2