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Seasonal Rainfall, Shrub Cover and Soil Properties Drive Production of Winter Annuals in the Northern Sonoran Desert

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Abstract

Winter annual plants play an important role in arid and semiarid ecosystems because of their rapid response to resource pulses, which drive primary production that provides resources for herbivores and pollinators. Understanding the factors that control annual plant growth is key to predicting how arid and semiarid ecosystems will respond to changes in climate and resource availability from anthropogenic activities. We used a long-term nutrient enrichment experiment that spanned precipitation and urbanization gradients in central Arizona, USA, to examine the effects of climate, surface soil properties, soil nutrient availability and shrub cover on winter annual plant growth. At a landscape scale, aboveground net primary production (ANPP) of winter annual plants had a positive, nonlinear relationship to the amount of precipitation received from October through March of the current growing season. We found evidence for sequential resource limitation of ANPP initially from water then nitrogen and phosphorus. The resource limitation cascade was modified by surface soil properties and location relative to shrubs (under or between shrubs), highlighting the effect of small-scale factors on large-scale processes. Specifically, gravel cover had a negative effect on ANPP, and the effect of shrub cover on ANPP depended on nitrogen and current season rainfall. Our study emphasizes how small-scale factors, such as gravel cover, nutrient availability and presence of shrubs, can interact with large-scale drivers, such as seasonal precipitation, to affect interannual variation in winter annual plant production in the northern Sonoran Desert.

Graphical Abstract

Sonoran Desert landscape showing production of winter annuals 363 x 241mm (300 x 300 DPI)

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Data availability

Data for this study are available through the Environmental Data Initiative (Grimm and others 2022).

References

  • Ahlström A, Raupach MR, Schurgers G, Smith B, Arneth A, Jung M, Reichstein M, Cadanell JG, Friedlingstein P, Jain AK, Kato E, Poulter B, Sitch S, Stocker BD, Viovy N, Wang YP, Wiltshire A, Zaehle S, Zeng N. 2015. The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink. Science 348:895–899.

    Article  PubMed  Google Scholar 

  • Archer SR, Predick KI. 2008. Climate change and ecosystems of the southwestern United States. Rangelands 30:23–28.

    Article  Google Scholar 

  • Arredondo T, Garcìa-Moya E, Huber-Sannwald E, Loescher HW, Delgado-Balbuena J, Luna-Luna M. 2016. Drought manipulation and its direct and legacy effects on productivity of a monodominant and mixed-species semi-arid grassland. Agricultural and Forest Meteorology 223:132–140.

    Article  Google Scholar 

  • Beguería S, Vicente-Serrano SM. 2016. SPEI: Calculation of the Standardized Precipitation-Evapotranspiration Index. http://sac.csic.es/spei.

  • Bertness MD, Callaway R. 1994. Positive interactions in communities. Trends in Ecology and Evolution 9:191–193.

    Article  CAS  PubMed  Google Scholar 

  • Bocquier P. 2014. World Urbanization Prospects: an alternative to the UN model of projection compatible with the mobility transition theory. Demographic Research 9:197–236.

    Google Scholar 

  • Brown RF, Sala OE, Sinsabaugh RL, Collins SL. 2022. Temporal effects of monsoon rainfall pulses on plant available nitrogen in a Chihuahuan grassland. Journal of Geophysical Research – Biogeosciences 127:e2022JG006938. https://doi.org/10.1029/2022JG006938.

    Article  CAS  Google Scholar 

  • Brown, R. F. 2022. Above- and belowground responses to environmental change in the northern Chihuahuan Desert. Publication No. 29398011, Doctoral Dissertation, University of New Mexico. ProQuest Dissertations and Theses Global. https://www.proquest.com/docview/2780013042.

  • Butterfield BJ, Briggs JM. 2009. Patch dynamics of soil biotic feedbacks in the Sonoran Desert. Journal of Arid Environments 73:96–102.

    Article  Google Scholar 

  • Butterfield BJ, Bradford JB, Armas C, Prieto I, Pugnaire FI. 2016. Does the stress-gradient hypothesis hold water? Disentangling spatial and temporal variation in plant effects on soil moisture in dryland systems. Functional Ecology 30:10–19.

    Article  Google Scholar 

  • Cable JM, Ogle K, Williams DG, Weltzin JF, Huxman TE. 2008. Soil texture drives responses of soil to precipitation pulses in respiration the Sonoran Desert: Implications for climate change. Ecosystems 11:961–979.

    Article  Google Scholar 

  • Cantón Y, Del Barrio G, Solé-Benet A, Lazaro R. 2004. Topographic controls on the spatial distribution of ground cover in the Tabernas badlands of SE Spain. Catena 55:341–365.

    Article  Google Scholar 

  • Carlucci MB, Duarte LS, Pillar D. 2011. Nurse rocks influence forest expansion over native grassland in southern Brazil. Journal of Vegetation Science 22:111–119.

    Article  Google Scholar 

  • Chen B, Wang G, Cheng D, Deng J, Peng S, An F. 2007. Vegetation change and soil nutrient distribution along an oasis-desert transitional zone in northwestern China. Journal of Integrative Plant Biology 49:1537–1547.

    Article  CAS  Google Scholar 

  • Chen B, Wang G, Peng S. 2009. Role of desert annuals in nutrient flow in arid area of Northwestern China: a nutrient reservoir and provider. Plant Ecology 201:401–409.

    Article  Google Scholar 

  • Collins SL, Xia Y. 2015. Long-term dynamics and hotspots of change in a desert grassland plant community. American Naturalist 185:E30-43.

    Article  PubMed  Google Scholar 

  • Collins SL, Sinsabaugh RL, Crenshaw C, Green L, Porras-Alfaro A, Stursova M, Zeglin LH. 2008. Pulse dynamics and microbial processes in aridland ecosystems. Journal of Ecology 96:413–420.

    Article  Google Scholar 

  • Collins SL, Belnap J, Grimm NB, Rudgers JA, Dahm CN, D’Odorico P, Litvak M, Natvig DO, Peters DC, Pockman WT, Sinsabaugh RL, Wolf BO. 2014. A multi-scale, hierarchical model of pulse dynamics in aridland ecosystems. Annual Review of Ecology, Evolution and Systematics 45:397–419.

    Article  Google Scholar 

  • Cook BI, Ault TR, Smerdon JE. 2015. Unprecedented 21st century drought risk in the American Southwest and Central Plains. Science Advances 1:e1400082.

    Article  PubMed  PubMed Central  Google Scholar 

  • Cook E, Sponseller RA, Grimm NB, Hall SJ. 2018. Mixed method approach to assess atmospheric nitrogen deposition in arid and semi-arid ecosystems. Environmental Pollution 239:617–630.

    Article  CAS  PubMed  Google Scholar 

  • Davis MK, Cook EM, Collins SL, Hall SJ. 2015. Top-down vs. bottom-up regulation of herbaceous primary production and composition in an arid, urbanizing ecosystem. Journal of Arid Environments 116:103–114.

    Article  Google Scholar 

  • DeMalach N, Kigel J, Sternberg M. 2021. The soil seed bank can buffer long-term compositional changes in annual plant communities. Journal of Ecology 109:1275–1283.

    Article  CAS  Google Scholar 

  • Demaria EMC, Hazenberg P, Scott RL, Meles MB, Nichols N, Goodrich D. 2019. Intensification of the North American monsoon rainfall as observed from a long-term high-density gauge network. Geophysical Research Letters 12:6839–6847.

    Article  Google Scholar 

  • Devitt DA, Smith SD. 2002. Root channel macropores enhance downward movement of water in a Mojave Desert ecosystem. Journal of Arid Environments 50:99–108.

    Article  Google Scholar 

  • Diffenbaugh NS, Giorgi F, Pal JS. 2008. Climate change hotspots in the United States. Geophysical Research Letters 35:1–5. https://doi.org/10.1029/2008GL035075.

    Article  Google Scholar 

  • Dudney J, Hallett LM, Larios L, Farrer EC, Spotswood EN, Stein C, Suding KN. 2017. Lagging behind: have we overlooked previous-year rainfall effects in annual grasslands? Journal of Ecology 105:484–495.

    Article  Google Scholar 

  • Eisenhut SE, Holásková I, Stephan K. 2022. Role of tree species, the herb layer and watershed characteristics in nitrate assimilation in a central Appalachian hardwood forest. Nitrogen 3:333–352.

    Article  CAS  Google Scholar 

  • Elliot ET, Heil JW, Kelly EF, Monger HC. 1999. Soil structure and other physical properties. Robertson, GP. Coleman DC, Bledsoe CS, editors, Standard soil methods for long-term ecological research. Oxford: Oxford University Press. p74–88.

  • Elser JJ, Bracken MES, Cleland EE, Gruner DS, Harpole WS, Hillebrand H, Ngai JT, Seabloom ET, Shurin JB, Smith JE. 2007. Global analysis of nitrogen and phosphorus limitation of primary producers in freshwater, marine and terrestrial systems. Ecology Letters 10:1135–1142.

    Article  PubMed  Google Scholar 

  • Fay PA, Prober SM, Harpole WS, Knops JMH, Bakker JD, Borer ET, Lind EM, MacDougall AS, Seabloom EW, Wragg PD, Adler PB, Blumenthal DM, Buckley YM, Chu C, Cleland EE, Collins SL, Davies KF, Du G, Feng X, Firn J, Gruner DS, Hagenah N, Hautier Y, Heckman RW, Jin VL, Kirkman KP, Klein J, Ladwig LM, Li Q, McCulley RL, Melbourne BA, Mitchell CE, Moore JL, Morgan JW, Risch AC, Schütz M, Stevens CJ, Wedin DA, Yang LH. 2015. Grassland productivity limited by multiple nutrients. Nature Plants 1:1–5. https://doi.org/10.1038/NPLANTS.2015.80.

    Article  Google Scholar 

  • FCDMC. 2017. Rainfall information. Phoenix, AZ. https://www.maricopa.gov/5308/Flood-Control-District.

  • Felton AJ, Knapp AK, Smith MD. 2021. Precipitation–productivity relationships and the duration of precipitation anomalies: An underappreciated dimension of climate change. Global Change Biology 27:1127–1140.

    Article  CAS  PubMed  Google Scholar 

  • Fenn ME, Haeuber R, Tonnesen GS, Baron JS, Grossman-Clarke S, Hope D, Jaffe DA, Copeland S, Geiser L, Rueth HM, Sickman JO. 2003. Nitrogen emissions, deposition, and monitoring in the western United States. BioScience 53:391–401.

    Article  Google Scholar 

  • Fernandes VCM, Rudgers JA, Collins SL, Garcia-Pichel F. 2022. Rainfall pulse regime drives biomass and community composition in biological soil crusts. Ecology 103:e3744. https://doi.org/10.1002/ecy.3744.

    Article  Google Scholar 

  • Fisher AFM, Zak JC, Cunningham GL, Whitford WG. 1988. Water and nitrogen effects on growth and allocation patterns of creosotebush in the Northern Chihuahuan Desert. Journal of Range Management 41:387–391.

    Article  Google Scholar 

  • Gee GW, Bauder JW. 1986. Particle size analysis. Klute A editor. Methods of soil analysis: Part 1 - Physical and mineralogical methods, 2nd edition. Madison, WI: Soil Science Society of America Book Series 5.1, p383–411.

  • Gherardi LA, Sala OE. 2015. Enhanced precipitation variability decreases grass- and increases shrub-productivity. Proceedings of the National Academy of Sciences 112:12735–12740.

    Article  CAS  Google Scholar 

  • Gherardi LA, Sala OE. 2019. Effect of interannual precipitation variability on dryland productivity: A global synthesis. Global Change Biology 25:269–276.

    Article  PubMed  Google Scholar 

  • Goodridge BM, Hanan EJ, Aguilera R, Wetherley EB, Chen Y-J, D’Antonio CM, Melack JM. 2018. Retention of nitrogen following wildfire in a chaparral ecosystem. Ecosystems 21:1608–1622.

    Article  CAS  Google Scholar 

  • Grimm NB, Hall SJ, Kaye J, Allen J. 2022. Desert Fertilization Experiment: investigation of Sonoran desert ecosystem response to atmospheric deposition and experimental nutrient addition, ongoing since 2006 ver 13. Environmental Data Initiative. https://doi.org/10.6073/pasta/2035bdf3056d2efc676b702e81ffe008.

  • Grothe PR, Cobb KM, Liguori G, Di Lorenza E, Capotondi A, Lu Y, Cheng H, Edwards RL, Southon JR, Santos GM, Deocamp DM, Lynch-Stieglitz J, Chen T, Sayani HR, Thompson DM, Conroy JL, Moore AL, Townsend K, Hagos M, O’Connor G, Toth LT. 2020. Enhanced El Niño-Southern oscillation variability in recent decades. Geophysical Research Letters 47:e2019GL083906.

    Article  Google Scholar 

  • Gutzler DS, Robbins TO. 2011. Climate variability and projected change in the western United States: regional downscaling and drought statistics. Climate Dynamics 37:835–849.

    Article  Google Scholar 

  • Hall SJ, Sponseller RA, Grimm NB, Huber D, Kaye JP, Clark C, Collins SL. 2011. Ecosystem response to nutrient enrichment across an urban airshed in the Sonoran Desert. Ecological Applications 21:640–660.

    Article  PubMed  Google Scholar 

  • Hamerlynck EP, Mcauliffe JR, Smith Mcdonald EV, SD. 2002. Ecological responses of two Mohave Desert shrubs to soil horizon development and soil water dynamics. Ecology 83:768–779.

    Article  Google Scholar 

  • Heisler-White JL, Blair JM, Kelly EF, Harmoney K, Knapp AK. 2009. Contingent productivity responses to more extreme rainfall regimes across a grassland biome. Global Change Biology 15:2894–2904.

    Article  Google Scholar 

  • Hobbs RJ, Mooney HA. 1995. Spatial and temporal variability in California annual grassland: Results from a long-term study. Journal of Vegetation Science 6:43–56.

    Article  Google Scholar 

  • Holzapfel C, Mahall BE. 1999. Bidirectional facilitation and interference between shrubs and annuals in the Mojave Desert. Ecology 80:1747–1761.

    Article  Google Scholar 

  • Hoover DL, Bestelmeyer B, Grimm NB, Huxman TE, Reed SC, Sala OE, Seastedt TR, Wilmer H, Ferrenberg S. 2020. Traversing the wasteland: a framework for assessing ecological threats to drylands. BioScience 70:35–47.

    Article  Google Scholar 

  • Hou E, Litvak M, Rudgers JA, Jiang L, Collins SL, Pockman WT, Hui D, Niu S, Luo Y. 2021. Increasing precipitation variability enhances primary production in arid ecosystems. Global Change Biology 27:5225–5237.

    Article  CAS  PubMed  Google Scholar 

  • Hsu JS, Powell J, Adler PB. 2012. Sensitivity of mean annual primary production to precipitation. Global Change Biology 18:2246–2255.

    Article  Google Scholar 

  • Hu K, Huang G, Huang P, Kosaka Y, Xie S-P. 2021. Intensification of El Niño-induced atmospheric anomalies under greenhouse warming. Nature Geosciences 14:377–382.

    Article  CAS  Google Scholar 

  • Huang G, Su YG, Zhu L, Li Y. 2016. The role of spring ephemerals and soil microbes in soil nutrient retention in a temperate desert. Plant and Soil 406:43–54.

    Article  CAS  Google Scholar 

  • Kanakidou M, Myriokefalitakis S, Daskalakis N, Fanourgakis G, Nenes A, Baker AR, Tsigaridis K, Mihalopoulos N. 2016. Past, present and future atmospheric nitrogen deposition. Journal of the Atmospheric Sciences 73:2039–2047.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Keller AB, Walter CA, Blumenthal DM, Borer ET, Collins SL, DeLancey LC, Fay PA, Hofmockel KS, Knops JMH, Leakey ADB, Mayes MA, Seabloom EW, Hobbie SE. 2023. Fertilization effects are greater on above-ground versus below-ground plant properties across nine U.S. grasslands. Ecology 104:e3891. https://doi.org/10.1002/ecy.3891.

    Article  PubMed  Google Scholar 

  • Kimball S, Angert AL, Huxman TE, Venable DL. 2011. Differences in the timing of termination and reproduction relate to growth physiology and population dynamics of Sonoran Desert winter annuals. American Journal of Botany 98:1773–1781.

    Article  PubMed  Google Scholar 

  • Knapp AK, Beier C, Briske DD, Classen AT, Luo Y, Reichstein M, Smith MD, Smith SD, Bell JE, Fay PA, Heisler JL, Leavitt SW, Sherry R, Smith B, Weng E. 2008. Consequences of more extreme precipitation regimes for terrestrial ecosystems. BioScience 58:811–821.

    Article  Google Scholar 

  • Knapp AK, Ciais P, Smith MD. 2017b. Reconciling inconsistencies in precipitation – productivity relationships: implications for climate change. New Phytologist 214:41–47.

    Article  PubMed  Google Scholar 

  • Knapp AK, Avolio ML, Beier C, Carroll CJW, Collins SL, Dukes JS, Fraser LH, Griffin-Nolan RJ, Hoover DL, Jentsch A, Loik ME, Phillips RP, Post AK, Sala OE, Slette IJ, Yahdjian L. Smith MD. 2017a. Pushing precipitation to the extremes in distributed experiments: recommendations for simulating wet and dry years. Global Change Biology 23:1774–1782.

  • Komatsu KJ, Avolio ML, Lemoine NP, Isbell F, Grman E, Houseman GR, Koerner SE, Johnson DS, Wilcox KR, Alatalo JM, Anderson JP, Aerts R, Baer SG, Baldwin AH, Bates J, Beierkuhnlein C, Belote RT, Blair JM, Bloor JMG, Bohlen PJ, Bork EW, Boughton EH, Bowman WD, Britton AJ, Cahill, JF Jr., Chaneton E, Chiariello N, Cheng J, Collins SL, Cornelissen JHC, Du G, Eskelinen A, Firn J, Foster B, Gough L, Gross K, Hallett LM, Han X, Harmens H, Hovenden MJ, Jentsch A, Kern C, Klanderud K, Knapp AK, Kreyling J. Li W, Luo Y, McCulley RL, McLaren JR, Megonigal JP, Morgan JW, Onipchenko, S.C. Pennings, J.S. Prevéy, J. Price, P.B. Reich, C.H. Robinson, F.L. Russell V, Sala OE, Seabloom EW, Smith MD, Soudzilovskaia NA, Souza L, Suding KN, Suttle KB, Svejcar T, Tilman D, Tognetti P, Turkington R, Xu Z, Yahdjian L, Yu Q, Zhang P, Zhang Y. 2019. Global change effects on plant communities are magnified by time and the number of global change factors imposed. Proceedings of the National Academy of Sciences 116:17867–17873.

  • Ladwig LM, Collins SL, Swann AL, Xia Y, Allen MF, Allen EB. 2012. Above- and belowground responses to nitrogen addition in a Chihuahuan Desert grassland. Oecologia 169:177–185.

    Article  PubMed  Google Scholar 

  • Lajtha K, Bloomer SH. 1988. Factors affecting phosphate sorption and phosphate retention in a desert ecosystem. Soil Science 146:160–167.

    Article  CAS  Google Scholar 

  • Lan HY, Zhang F. 2008. Reviews on special mechanisms of adaptability of early-spring ephemeral plants to desert habitats in Xinjiang. Acta Botanica Boreali-Occidentalia Sinica 28:1476–1485.

    Google Scholar 

  • Lefcheck JS. 2016. piecewiseSEM: Piecewise structural equation modeling in R for ecology, evolution, and systematics. Methods in Ecology and Evolution 7:573–579.

    Article  Google Scholar 

  • Lenth R, Singmann H, Love J, Buerkner P, Herve M. 2018. R package “emmeans.” https://CRAN.R-project.org/package=emmeans.

  • Liu R, Cieraad E, Li Y, Ma J. 2016. Precipitation pattern determines the inter-annual variation of herbaceous layer and carbon fluxes in a phreatophyte-dominated desert ecosystem. Ecosystems 19:601–614.

    Article  CAS  Google Scholar 

  • Lohse KA, Hope D, Sponseller RA, Allen JO, Grimm NB. 2008. Atmospheric deposition of carbon and nutrients across an arid metropolitan area. Science of the Total Environment 402:95–105.

    Article  CAS  PubMed  Google Scholar 

  • Lu J, Sun G, McNulty SG, Amataya DM. 2005. A comparison of six potential evapotranspiration methods for regional use in the southeastern United States. Journal of the American Water Resources Association 41:621–633.

    Article  Google Scholar 

  • Maestre FT, Valladares F, Reynolds JF. 2005. Is the change of plant-plant interactions with abiotic stress predictable? A meta-analysis of field results in arid environments. Journal of Ecology 93:748–757.

    Article  Google Scholar 

  • Maestre FT, Eldridge DJ, Soliveres S, Kefi S, Delgado-Baquerizo M, Bowker MA, Garcia-Palacios P, Gaitán J, Gallardo A, Lázaro R, Berdugo M. 2016. Structure and functioning of dryland ecosystems in a changing world. Annual Review of Ecology, Evolution and Systematics 47:215–237.

    Article  PubMed  Google Scholar 

  • Manlick PJ, Maldonado K, Newsome SD. 2021. Competition shapes individual foraging and survival in a desert rodent ensemble. Journal of Animal Ecology 90:2806–2818.

    Article  PubMed  Google Scholar 

  • Maron JL, Lightfoot DC, Rodriguez-Cabal MA, Collins SL, Rudgers JA. 2022. Climate mediates long-term impacts of rodent exclusion on desert plant communities. Ecological Monographs 92:e1497. https://doi.org/10.1002/ecm.1497.

    Article  Google Scholar 

  • Martin CA. 2008. Landscape sustainability in a Sonoran Desert city. Cities and the Environment 1:1–16.

    Article  Google Scholar 

  • Maurer GE, Hallmark A, Brown RF, Sala OE, Collins SL. 2020. Sensitivity of primary production to precipitation across the conterminous United States. Ecology Letters 23:527–536.

    Article  PubMed  Google Scholar 

  • McCluney KE, Belnap J, Collins SL, González AL, Hagen EM, Holland JN, Kotler BP, Maestre FT, Smith SD, Wolf BO. 2012. Shifting species interactions in terrestrial dryland ecosystems under altered water availability and climate change. Biological Reviews 87:563–582.

    Article  PubMed  Google Scholar 

  • Mudrak EL, Schafer JL, Fuentes-Ramirez A, Holzapfel C, Moloney KA. 2014. Predictive modeling of spatial patterns of soil nutrients related to fertility islands. Landscape Ecology 29:491–505.

    Article  Google Scholar 

  • Muller RN, Bormann FH. 1976. Role of Erythronium americanum Ker. in energy flow and nutrient dynamics of a northern hardwood forest ecosystem. Science 193:1126–1128.

    Article  CAS  PubMed  Google Scholar 

  • Munson SM, Long AL, Wallace CSA, Webb RH. 2016. Cumulative drought and land-use impacts on perennial vegetation across a North American dryland region. Applied Vegetation Science 19:430–441.

    Article  Google Scholar 

  • Nobel PS, Zutta BR. 2007. Rock associations, root depth, and temperature tolerances for the “rock live-forever”, Dudleya saxosa, at three elevations in the north-western Sonoran Desert. Journal of Arid Environments 69:15–28.

    Article  Google Scholar 

  • Nobel PS, Miller PM, Graham EA. 1992. Influence of rocks on soil temperature, soil water potential, and rooting patterns for desert succulents. Oecologia 92:90–96.

    Article  PubMed  Google Scholar 

  • Noy-Meir I. 1973. Desert ecosystems: Environment and producers. Annual Review of Ecology and Systematics 4:25–52.

    Article  Google Scholar 

  • NRCS. 2009. Data-base of geographic information soils in Arizona. Retrieved from https://www.nrcs.usda.gov/resources/data-and-reports/gridded-national-soil-survey-geographic-database-gnatsgo

  • O’Brien MJ, Pugnaire FI, Armas C, Rodríguez-Echeverría S, Schöb C. 2017. The shift from plant – plant facilitation to competition under severe water deficit is spatially explicit. Ecology and Evolution 7:2441–2448.

    Article  PubMed  PubMed Central  Google Scholar 

  • Pérez FL. 1998. Conservation of soil moisture by different stone covers on alpine talus slopes (Lassen, California). Catena 33:155–177.

    Article  Google Scholar 

  • Peterjohn WT, Schlesinger WH. 1990. Nitrogen loss from deserts in the Southwestern United States. Biogeochemistry 10:67–79.

    Article  Google Scholar 

  • Peters EM, Martorell C, Ezcurra E. 2008. Nurse rocks are more important than nurse plants in determining the distribution and establishment of globose cacti (Mammillaria) in the Tehuacán Valley, Mexico. Journal of Arid Environments 72:593–601.

    Article  Google Scholar 

  • Petrie MD, Collins SL, Litvak ME. 2015. The ecological role of small rainfall events in a desert grassland. Ecohydrology 8:1614–1622.

    Article  Google Scholar 

  • Pinheiro J, Bates D, R Core Team (2022). nlme: Linear and Nonlinear Mixed Effects Models. R package version 3.1–161, https://CRAN.R-project.org/package=nlme.

  • Poesen J, Ingelmo-Sanchez F, Mucher H. 1990. The hydrological response of soil surfaces to rainfall as affected by cover and position of rock fragments in the top layer. Earth Surface Processes and Landforms 15:653–671.

    Article  Google Scholar 

  • Polade SD, Pierce DW, Cayan DR, Gershunov A, Dettinger MD. 2014. The key role of dry days in changing regional climate and precipitation regimes. Scientific Reports 4:1–8.

    Article  Google Scholar 

  • Poulter B, Frank D, Ciais P, Myneni RB, Andela N, Bi J, Broquet G, Canadell JG, Chevallier F, Liu YY, Running SW, Stich S, van der Werf GR. 2014. Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle. Nature 509:600–603.

    Article  CAS  PubMed  Google Scholar 

  • Qian J, Zhang Z, Dong Y, Ma Q, Yu Q, Zhu J, Zuo X, Broderick C, Collins SL, Luo W. 2023. Responses of bud banks and shoot density to experimental drought along an aridity gradient in temperate grasslands. Functional Ecology: https://doi.org/10.1111/1365-2435.14301.

    Article  PubMed Central  Google Scholar 

  • R Core Team. 2021. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.

  • Reynolds JF, Smith DMS, Lambin EF, Turner BL II, Mortimore M, Batterbury SPJ, Downing TE, Dowlatabad H, Fernández RJ, Herrick JE, Huber-Sannwald E, Jiang H, Leemans R, Lynam T, Maestre FT, Ayarza M, Walker B. 2007. Global desertification: building a science for dryland development. Science 316:847–851.

    Article  CAS  PubMed  Google Scholar 

  • Ripley B, Venables B, Bates DM, Hornik K, Gebhardt A, Firth D. 2018. R Package “MASS.” doi:https://doi.org/10.1111/j.1467-9876.2010.00729.x.

  • Rothstein DE. 2000. Spring ephemeral herbs and nitrogen cycling in a northern hardwood forest: An experimental test of the vernal dam hypothesis. Oecologia 124:446–453.

    Article  CAS  PubMed  Google Scholar 

  • RStudio Team. 2022. RStudio: Integrated Development Environment for R. RStudio, PBC, Boston, MA URL http://www.rstudio.com/.

  • Rudgers JA, Chung YA, Maurer G, Moore DI, Muldavin E, Litvak M, Collins SL. 2018. Climate sensitivity functions and net primary production: A framework for incorporating climate mean and variability. Ecology 99:576–582.

    Article  PubMed  Google Scholar 

  • Ryel RJ, Leffler AJ, Peek MS, Ivans CY, Caldwell MM. 2004. Water conservation in Artemisia tridentata through redistribution of precipitation. Oecologia 141:335–345.

    Article  CAS  PubMed  Google Scholar 

  • Sala OE, Gherardi LA, Reichmann L, Jobbagy E, Peters D. 2012. Legacies of precipitation fluctuations on primary production: theory and data synthesis. Philosophical Transactions of the Royal Society B: Biological Sciences 367:3135–3144.

    Article  Google Scholar 

  • Schlesinger WH, Raikes JA, Cross Hartley AE., AF. 1996. On the spatial pattern of soil nutrients in desert ecosystems. Ecology 77:364–374.

    Article  Google Scholar 

  • Schoenenberger PJ, Wysokid A, Benham EC, Broderson WD. 2002. Field book for describing and sampling soils. Lincoln, NE: Natural Resources Conservation Services, National Soil Survey Center.

  • Seager R, Vecchi GA. 2010. Greenhouse warming and the 21st century hydroclimate of southwestern North America. Proceedings of the National Academy of Sciences 107:21277–21282.

    Article  CAS  Google Scholar 

  • Seto KC, Fragkias M, Guneralp B, Reilly MK. 2011. A meta-analysis of global urban land expansion. PLoS one 6:e23777. https://doi.org/10.1371/journal.pone.0023777.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shen W, Wu J, Grimm NB, Hope D. 2008. Effects of urbanization-induced environmental changes on ecosystem functioning in the Phoenix metropolitan region, USA. Ecosystems 11:138–155.

    Article  CAS  Google Scholar 

  • Simkin SM, Allen EB, Bowman WD, Clark CM, Belnap J, Brooks ML, Cade BS, Collins SL, Geiser LH, Gilliam FS, Jovan SE, Pardo LH, Schulz BK, Stevens CJ, Suding KN, Throop HL, Waller DM. 2016. Conditional vulnerability of plant diversity to atmospheric nitrogen deposition across the United States. Proceedings of the National Academy of Sciences 113:4086–4091.

    Article  CAS  Google Scholar 

  • Soliveres S, Maestre FT. 2014. Plant-plant interactions, environmental gradients and plant diversity: A global synthesis of community-level studies. Perspectives in Plant Ecology Evolution and Systematics 16:154–163.

    Article  PubMed  Google Scholar 

  • Sponseller RA, Hall SJ, Huber DP, Grimm NB, Kaye JP, Clark CM, Collins SL. 2012. Variation in monsoon precipitation drives spatial and temporal patterns of Larrea tridentata growth in the Sonoran Desert. Functional Ecology 26:750–758.

    Article  Google Scholar 

  • Su J, Li X, Li X, Feng L. 2013. Effects of additional N on herbaceous species of desertified steppe in arid regions of China: A four-year field study. Ecological Research 28:21–28.

    Article  Google Scholar 

  • Suding KN, Collins SL, Gough L, Clark CM, Cleland EE, Gross KL, Milchunas DG, Pennings SC. 2005. Functional- and abundance-based mechanisms explain diversity loss due to N fertilization. Proceedings of the National Academy of Sciences 102:4387–4392.

    Article  CAS  Google Scholar 

  • Sun T, Dong L, Mao Z. 2015. Simulated atmospheric nitrogen deposition alters decomposition of ephemeral roots. Ecosystems 18:1240–1252.

    Article  CAS  Google Scholar 

  • Tessier JT, Raynal DJ. 2003. Vernal nitrogen and phosphorous retention by forest understory vegetation and soil microbes. Plant and Soil 256:443–453.

    Article  CAS  Google Scholar 

  • Thomey ML, Collins SL, Vargas R, Johnson JE, Brown RF, Natvig DO, Friggens MT. 2011. Effect of precipitation variability on net primary production and soil respiration in a Chihuahuan Desert grassland. Global Change Biology 17:1505–1515.

    Article  Google Scholar 

  • Tielborger K, Kadmon R. 1997. Relationships between shrubs and annual communities in a sandy desert ecosystem: A three-year study. Plant Ecology 130:191–201.

    Article  Google Scholar 

  • Tielborger K, Kadmon R. 2000. Temporal environmental variation tips the balance between facilitation and interference in desert plants. Ecology 81:1544–1553.

    Article  Google Scholar 

  • Turnbull L, Wainwright J, Brazier RE, Bol R. 2010. Biotic and abiotic changes in ecosystem structure over a shrub-encroachment gradient in the Southwestern USA. Ecosystems 13:1239–1255.

    Article  Google Scholar 

  • Venable DL, Pake CE. 1999. Population ecology of Sonoran Desert annual plants. Robichaux RH, editor, Ecology of Sonoran Desert plants and plant communities Tucson: The University of Arizona Press. p115–142.

  • Wheeler MM, Collins SL, Grimm NB, Cook EM, Clark CM, Sponseller RA, Hall SJ. 2021. Water and nitrogen availability shape winter annual plant diversity and community composition in near-urban Sonoran Desert preserves. Ecological Monographs 91:e01450. https://doi.org/10.1002/ecm.1450.

    Article  CAS  Google Scholar 

  • Wilcox KR, Shi Z, Gherardi LA, Lemoine NP, Koerner SE, Hoover DL, Bork E, Byrne KM, Cahill J Jr, Collins SL, Evans S, Gilgen AK, Holub P, Jiang L, Knapp AK, LeCain D, Liang J, Garcia-Palacios P, Peñuelas J, Pockman WT, Smith MD, Sun S, White SR, Yahdjian L, Zhu K, Luo Y. 2017. Asymmetric responses of primary productivity to precipitation extremes: A synthesis of grassland precipitation manipulation experiments. Global Change Biology 23:4376–4385.

    Article  PubMed  Google Scholar 

  • Wilcox KR, Koerner SE, Hoover DL, Borkenhagen AK, Burkepile DE, Collins SL, Hoffman A, Kirkman KP, Knapp AK, Strydom T, Thompson DI, Smith MD. 2020. Rapid recovery of ecosystem function following extreme drought in a South African savanna-grassland. Ecology 101:e02983. https://doi.org/10.1002/ecy.2983.

    Article  PubMed  Google Scholar 

  • Williams AP, Cook BI, Smerdon JE. 2022. Rapid intensification of the emerging southwestern North American megadrought in 2020–2021. Nature Climate Change 12:232–234.

    Article  Google Scholar 

  • Williamson M, Ball BA. 2023. Soil biogeochemical response to multiple co-occurring forms of human-induced environmental change. Oecologia 201:1109–1121.

    Article  PubMed  Google Scholar 

  • Wu Z, Dijkstra P, Koch GW, Peñuelas J, Hungate BA. 2011. Responses of terrestrial ecosystems to temperature and precipitation change: A meta-analysis of experimental manipulation. Global Change Biology 17:927–942.

    Article  Google Scholar 

  • Xia Y, Moore DI, Collins SL, Muldavin EH. 2010. Aboveground production and species richness of annuals in Chihuahuan Desert grassland and shrubland plant communities. Journal of Arid Environments 74:378–385.

    Article  Google Scholar 

  • Xiaoyan L, Jiadong G, Qianzhao G, Xinghu W. 2000. Rainfall interception loss by pebble mulch in the semiarid region of China. Journal of Hydrology 228:165–173.

    Article  Google Scholar 

  • Yahdjian L, Gherardi LA, Sala OE. 2011. Nitrogen limitation in arid-subhumid ecosystems: A meta-analysis of fertilization studies. Journal of Arid Environments 75:675–680.

    Article  Google Scholar 

  • Young MH, McDonald EV, Caldwell TG, Benner SG, Meadows DG. 2004. Hydraulic properties of a desert soil chronosequence in the Mojave Desert, USA. Vadose Zone Journal 3:956–963.

    Article  Google Scholar 

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Acknowledgements

Special thanks to Jennifer Learned, Quincy Stewart and Evan Batzer for assistance with map making, data collection, statistical analyses and thoughtful input on the project. We appreciate the many helpful comments provided by two anonymous reviewers on a previous version of the manuscript. This material is based upon work supported by the National Science Foundation under grant numbers DEB-1637590 and DEB-1832016, Central Arizona-Phoenix Long-Term Ecological Research Program (CAP LTER). SLC was also supported by NSF award DEB-1856383.

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Correspondence to Scott L. Collins.

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Author Contributions: NBG and SJH designed the experiment. Data were collected by the authors and the CAP LTER Field Crew. HH, JAS and TJO analyzed the data. JAS, HH, SJH and SLC led the writing of the manuscript. All authors edited drafts of the manuscript and gave final approval for publication.

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Shaw, J.A., Collins, S.L., Ohlert, T.J. et al. Seasonal Rainfall, Shrub Cover and Soil Properties Drive Production of Winter Annuals in the Northern Sonoran Desert. Ecosystems 26, 1556–1572 (2023). https://doi.org/10.1007/s10021-023-00850-4

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