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Lithology modulates the response of water limited Mediterranean ecosystems to aridification

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Abstract

Context

Macrochloa tenacissima (L.) Kunth (= Stipa tenacissima L.), also defined as Alpha grass steppes, form the main dryland ecosystems throughout the Mediterranean region. Recent studies suggest that ongoing climate change will lead to a sequence of changes in them, including modifications in the composition of vegetation and reduction in vegetation cover and biomass, which will diminish plant-derived organic inputs into the soil. These changes are expected to affect the spatial arrangement of vegetation and the ecosystem’s water-nutrient balance, as well as the microbial populations in the underlying soil. In addition, the lithological legacy affecting soil hydrological properties might modulate the effects of aridity.

Objectives

With this study, we wanted to evaluate the interactive effects of the lithological legacy on soil water availability and aridification on vegetation cover, spatial structure, and composition, and on soil microbial biomass.

Methods

We combined field data, including plant composition and soil physicochemical and biological properties, with unmanned aerial vehicle (UAV) images collected at eight study sites along two different altitudinal-aridity gradients with contrasting lithologies in a space-for-time substitution approach to explain the role of lithological legacies on soil properties in aridification. High-resolution UAV images were used to determine the vegetation cover and three spatial metrics related with the hydrological connectivity within the study areas. Soil microbial biomass was estimated using the substrate-induced respiration method.

Results

Aridification was critical to explaining changes in vegetation coverage, diversity, richness, and spatial distribution, reducing plant cover, and promoting dominance of small round isolated vegetation patches. By modulating soil physicochemical properties, lithology interacted with aridity controlling the variations in plant composition and the changes in soil microbial biomass along the altitudinal aridity gradients. This may have also affected nutrient cycling, thus determining the response of the ecosystem to aridification.

Conclusion

According to our results, the effect of the lithology legacy on soil properties interacts with aridity, determining the response of M. tenacissima steppes to aridification, as it modifies water availability on soil and plant composition, leading to differences in microbial biomass. Thus, both factors should be considered in the development of management strategies aimed for reducing and mitigating the negative impacts of climate change and aridification in drylands.

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Data availability

The data used in these analyses are available from the corresponding author upon reasonable request.

References

  • Ackerly D (2003) Canopy gaps to climate change – extreme events, ecology and evolution. New Phytol 160:1–2

    Article  Google Scholar 

  • Aidoud A (2006) Les steppes arides du nord de l’Afrique. Sci Chang Planétaires / Sécheresse 17(1–2):19–30

    Google Scholar 

  • Al-Ali ZM, Abdullah MM, Asadalla NB, Gholoum M (2020) A comparative study of remote sensing classification methods for monitoring and assessing desert vegetation using a UAV-based multispectral sensor. Environ Monit Assess 192:1–14

    Article  Google Scholar 

  • Anderson JPE, Domsch KH (1978) A physiological method for the quantitative measurement of microbial biomass in soils. Soil Biol Biochem 10:215–221

    Article  CAS  Google Scholar 

  • Bailey VL, Peacock AD, Smith JL, Bolton J (2002) Relationships between soil microbial biomass determined by chloroform fumigation-extraction, substrate-induced respiration, and phospholipid fatty acid analysis. Soil Biol Biochem 34:1385–1389

    Article  CAS  Google Scholar 

  • Bautista S, Mayor ÁG (2021) The role of ecohydrological (dis)connectivity in dryland functioning and management. Ecosistemas 30:1–10

    Article  Google Scholar 

  • Bekai F, Kadik L, Nedjimi B (2019) Effects of deferring grazing on the floristic diversity of Stipa tenacissima Loefl. ex L. rangelands in central Algerian steppe 363–370. https://doi.org/10.1111/aje.12614

  • Ben Mariem H, Chaieb M (2017) Climate change impacts on the distribution of stipa tenacissima l. Ecosystems in north african arid zone - a case study in tunisia. Appl Ecol Environ Res 15:67–82

    Article  Google Scholar 

  • Berdugo M, Delgado-Baquerizo M, Soliveres S et al (2020) Global ecosystem thresholds driven by aridity. Science (80- ) 367:787–790

    Article  CAS  Google Scholar 

  • Berdugo M, Gaitán JJ, Delgado-Baquerizo M, Crowther TW, Dakos V (2022) Prevalence and drivers of abrupt vegetation shifts in global drylands. PNAS 119:43

    Article  Google Scholar 

  • Berdugo M, Kéfi S, Soliveres S, Maestre FT (2017) Plant spatial patterns identify alternative ecosystem multifunctionality states in global drylands. Nat Ecol Evol 1:1–7

    Article  Google Scholar 

  • Berghuis PMJ, Mayor ÁG, Rietkerk M, Baudena M (2020) More is not necessarily better: the role of cover and spatial organization of resource sinks in the restoration of patchy drylands. J Arid Environ. https://doi.org/10.1016/j.jaridenv.2020.104282

    Article  Google Scholar 

  • Bonkoungou EG (2001) Biodiversity in drylands: challenges and opportunities for. Glob Drylands Partnersh 1–20

  • Brandt M, Hiernaux P, Rasmussen K et al (2019) Changes in rainfall distribution promote woody foliage production in the Sahel. Commun Biol 2:1–10

    Article  Google Scholar 

  • Cantón Y, Solé-Benet A, de Vente J et al (2011) A review of runoff generation and soil erosion across scales in semiarid south-eastern Spain. J Arid Environ 75:1254–1261

    Article  Google Scholar 

  • Cherlet M, Hutchinson C, Reynolds J et al (2018) World atlas of desertification. Publications Office of the European Union JRC, Luxembourg

    Google Scholar 

  • Company J, Valiente N, Fortesa J et al (2022) Secondary succession and parent material drive soil bacterial community composition in terraced abandoned olive groves from a Mediterranean hyper-humid mountainous area. Agric Ecosyst Environ. https://doi.org/10.1016/j.agee.2022.107932

    Article  Google Scholar 

  • D’Odorico P, Bhattachan A (2012) Hydrologic variability in dryland regions: impacts on ecosystem dynamics and food security. Philos Trans R Soc B Biol Sci 367:3145–3157

    Article  Google Scholar 

  • D’Odorico P, Caylor K, Okin GS, Scanlon TM (2007) On soil moisture-vegetation feedbacks and their possible effects on the dynamics of dryland ecosystems. J Geophys Res Biogeosci 112:1–10

    Google Scholar 

  • Dacal M, Delgado-Baquerizo M, Barquero J et al (2022) Temperature increases soil respiration across ecosystem types and soil development, but soil properties determine the magnitude of this effect. Ecosystems 25:184–198

    Article  CAS  Google Scholar 

  • Dawelbait M, Morari F (2008) Limits and potentialities of studying dryland vegetation using the optical remote sensing. Ital J Agron 3:97–106

    Article  Google Scholar 

  • Deblauwe V, Couteron P, Lejeune O, Bogaert J, Barbier N (2011) Environmental modulation of self-organized periodic vegetation patterns in Sudan. Ecography 34:990–1001

    Article  Google Scholar 

  • Delgado-Baquerizo M, Maestre FT, Gallardo A et al (2013) Decoupling of soil nutrient cycles as a function of aridity in global drylands. Nature 502:672–676

    Article  CAS  PubMed  Google Scholar 

  • Delgado-Baquerizo M, Maestre FT, Gallardo A et al (2016) Human impacts and aridity differentially alter soil N availability in drylands worldwide. Glob Ecol Biogeogr 25:36–45

    Article  Google Scholar 

  • Gauquelin T, Jalut G, Iglesias M et al (1996) Phytomass and carbon storage in the Stipa tenacissima steppes of the Baza basin, Andalusia, Spain. J Arid Environ 34:277–286

    Article  Google Scholar 

  • Gee WG, Or D (2002) Particle-size analysis. In: Dane J, Topp GC (eds) Methods of soil analysis: part 4 physical methods. Soil Science Society of America USA, p 255–293

  • Génin A, Majumder S, Sankaran S et al (2018) Monitoring ecosystem degradation using spatial data and the R package spatialwarnings. Methods Ecol Evol 9:2067–2075

    Article  Google Scholar 

  • Getzin S, Löns C, Yizhaq H et al (2022) High-resolution images and drone-based LiDAR reveal striking patterns of vegetation gaps in a wooded spinifex grassland of Western Australia. Landsc Ecol 37:829–845

    Article  Google Scholar 

  • Ghandhi P, Iams S, Bonetti S, Silber M (2019) Vegetation pattern formation in drylands. Dryl Ecohydrol. https://doi.org/10.1007/978-3-030-23269-6_18

    Article  Google Scholar 

  • Ghiloufi W, Quero JL, García-Gómez M, Chaieb M (2016) Potential impacts of aridity on structural and functional status of a southern Mediterranean Stipa tenacissima steppe. S Afr J Bot 103:170–180

    Article  Google Scholar 

  • Giorgi F, Lionello P (2008) Climate change projections for the Mediterranean region. Glob Planet Change 63:90–104

    Article  Google Scholar 

  • Hanan NP, Milne E, Aynekulu E et al (2021) A role for drylands in a carbon neutral world? Front Environ Sci 9:1–10

    Article  Google Scholar 

  • Haase P, Pugnaire FI, Fernández EM, Puigdefábregas J, Clark SC, Incoll LD (1996) An investigation of rooting depth of the semiarid shrub Retama sphaerocarpa (L.) Boiss. by labelling of ground water with a chemical tracer. J Hydrol 177:23–31

    Article  CAS  Google Scholar 

  • Hesselbarth MHK, Sciaini M, With KA et al (2019) Landscapemetrics: an open-source R tool to calculate landscape metrics. Ecography 42:1648–1657

    Article  Google Scholar 

  • Ibáñez JJ, Zuccarello V, Ganis P, Feoli E (2014) Pedodiversity deserves attention in plant biodiversity research. Plant Biosyst 148:1112–1116

    Article  Google Scholar 

  • Kaneko K, Nohara S (2014) Review of effective vegetation mapping using the UAV (unmanned aerial vehicle) method. J Geogr Inf Syst 06:733–742

    Google Scholar 

  • Kaouthar J, Chaieb M (2009) The effect of Stipa tenacissima tussocks on some soil surface properties under arid bioclimate in the southern Tunisia. Acta Bot Gall 156:173–181

    Article  Google Scholar 

  • Kéfi S, Rietkerk M, Alados CL et al (2007) Spatial vegetation patterns and imminent desertification in Mediterranean arid ecosystems. Nature 449:213–217

    Article  PubMed  Google Scholar 

  • Klute A, Klute A (1986) Water retention: laboratory methods. In: Klute A, Topp (eds) Methods of soil analysis: part 1 physical and mineralogical methods. Soil Science Society of America USA, p 635–662

  • Lal R (2020) Soil organic matter and water retention. Agron J 112:3265–3277

    Article  Google Scholar 

  • Li C, Fu B, Wang S, Stringer L, Zhou W, Ren Z, Hu M, Zhang Y, Rodriguez-Caballero E, Weber B, Maestre F (2023) Climate-driven ecological thresholds in China’s drylands modulated by grazing. Nat Sustain. https://doi.org/10.1038/s41893-023-01187-5

    Article  Google Scholar 

  • Liao C, Agrawal A, Clark PE et al (2020) Landscape sustainability science in the drylands: mobility, rangelands and livelihoods. Landsc Ecol 35:2433–2447

    Article  Google Scholar 

  • Lin Y, Han G, Zhao M, Chang SX (2010) Spatial vegetation patterns as early signs of desertification: a case study of a desert steppe in Inner Mongolia, China. Landsc Ecol 25:1519–1527

    Article  Google Scholar 

  • Lionello P, Abrantes F, Gacic M et al (2014) The climate of the Mediterranean region: research progress and climate change impacts. Reg Environ Chang 14:1679–1684

    Article  Google Scholar 

  • Lu N, Wang M, Ning B et al (2018) Research advances in ecosystem services in drylands under global environmental changes. Curr Opin Environ Sustain 33:92–98

    Article  Google Scholar 

  • Ludwig JA, Wilcox BP, Breshears DD et al (2005) Vegetation patches and runoff-erosion as interacting ecohydrological processes in semiarid landscapes. Ecology 86:288–297

    Article  Google Scholar 

  • Maestre F, Benito BM, Berdugo M et al (2021) Biogeography of global drylands. New Phytol 231:540–558

    Article  PubMed  Google Scholar 

  • Maestre FT, Bautista S, Cortina J (2003) Positive, negative, and net effects in grass-shrub interactions in Mediterranean semiarid grasslands. Ecology 84:3186–3197

    Article  Google Scholar 

  • Maestre FT, Bautista S, Cortina J, Bellot J (2001) Potential for using facilitation by grasses to establish shrubs on a semiarid degraded steppe. Ecol Appl 11:1641–1655

    Article  Google Scholar 

  • Maestre FT, Cortina J (2002) Spatial patterns of surface soil properties and vegetation in a Mediterranean semi-arid steppe. Plant Soil 241:279–291

    Article  CAS  Google Scholar 

  • 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 U S A 112:15684–15689

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maestre FT, Eldridge DJ, Soliveres S et al (2016) Structure and functioning of dryland ecosystems in a changing world. Annu Rev Ecol Evol Syst 47:215–237

    Article  PubMed  PubMed Central  Google Scholar 

  • Maestre FT, Ramírez DA, Cortina J (2007) Ecología del esparto (Stipa tenacissima L.) y los espartales de la Península Ibérica. Ecosistemas 16:1–20

    Google Scholar 

  • Martínez-Hernández C, Rodrigo-Comino J, Romero-Díaz A (2017) Impact of lithology and soil properties on abandoned dryland terraces during the early stages of soil erosion by water in south-east Spain. Hydrol Process 31:3095–3109

    Article  Google Scholar 

  • Mayor ÁG, Bautista S, Rodriguez F, Kéfi S (2019) Connectivity-mediated ecohydrological feedbacks and regime shifts in drylands. Ecosystems 22:1497–1511

    Article  Google Scholar 

  • Mayor ÁG, Bautista S, Small EE et al (2008) Measurement of the connectivity of runoff source areas as determined by vegetation pattern and topography: a tool for assessing potential water and soil losses in drylands. Water Resour Res 44:1–13

    Article  Google Scholar 

  • Mayor ÁG, Kéfi S, Bautista S et al (2013) Feedbacks between vegetation pattern and resource loss dramatically decrease ecosystem resilience and restoration potential in a simple dryland model. Landsc Ecol 28:931–942

    Article  Google Scholar 

  • Meloni F, Granzotti CRF, Bautista S, Martinez AS (2017) Scale dependence and patch size distribution: clarifying patch patterns in Mediterranean drylands. Ecosphere. https://doi.org/10.1002/ecs2.1690

    Article  Google Scholar 

  • Meloni F, Nakamura GM, Granzotti CRF, Martinez AS (2019) Vegetation cover reveals the phase diagram of patch patterns in drylands. Phys A Stat Mech Its Appl 534:122048

    Article  Google Scholar 

  • Meron E (2018) From patterns to function in living systems: dryland ecosystems as a case study. Annu Rev Condens Matter Phys 9:79–103

    Article  Google Scholar 

  • Mingorance MD, Barahona E, Fernández-Gálvez J (2007) Guidelines for improving organic carbon recovery by the wet oxidation method. Chemosphere 68:409–413

    Article  CAS  PubMed  Google Scholar 

  • Moore JC (2013) Diversity, taxonomic versus functional. Encycl Biodivers Second Ed 2:648–656

    Google Scholar 

  • Moreno-Jiménez E, Plaza C, Saiz H et al (2019) Aridity and reduced soil micronutrient availability in global drylands. Nat Sustain 2:371–377

    Article  PubMed  PubMed Central  Google Scholar 

  • Morrissey EM, Kane J, Tripathi BM et al (2023) Carbon acquisition ecological strategies to connect soil microbial biodiversity and carbon cycling. Soil Biol Biochem. https://doi.org/10.1016/j.soilbio.2022.108893

    Article  Google Scholar 

  • Moyano FE, Manzoni S, Chenu C (2013) Responses of soil heterotrophic respiration to moisture availability: an exploration of processes and models. Soil Biol Biochem 59:72–85

    Article  CAS  Google Scholar 

  • Noy-Meir I (1973) Desert ecosystems: environment and producers. Annu Rev Ecol Evol Syst 4:25–51

    Article  Google Scholar 

  • Okin GS, De Las Heras MM, Saco PM et al (2015) Connectivity in dryland landscapes: shifting concepts of spatial interactions. Front Ecol Environ 13:20–27

    Article  Google Scholar 

  • Oksanen J, Blanchet FG, Friendly M et al (2020) Vegan: community ecology package. https://CRAN.R-project.org/package=vegan

  • Peguero-Pina JJ, Vilagrosa A, Alonso-Forn D et al (2020) Living in drylands: functional adaptations of trees and shrubs to cope with high temperatures and water scarcity. Forests 11:1–23

    Article  Google Scholar 

  • Pielou EC (1966) The measurement of diversity in different types of biological collections. J Theor Biol 13:131–144

    Article  Google Scholar 

  • Plaza C, Zaccone C, Sawicka K et al (2018) Soil resources and element stocks in drylands to face global issues. Sci Rep 8:1–8

    Article  CAS  Google Scholar 

  • Prăvălie R (2016) Drylands extent and environmental issues. A global approach. Earth-Sci Rev 161:259–278

    Article  Google Scholar 

  • Pugnaire FI, Armas C, Maestre FT (2011) Positive plant interactions in the Iberian Southeast: mechanisms, environmental gradients, and ecosystem function. J Arid Environ 75:1310–1320

    Article  Google Scholar 

  • Pugnaire FI, Haase P (1996) Comparative physiology and growth of two perennial tussock grass species in a semi-arid environment. Ann Bot 77:81–86

    Article  Google Scholar 

  • Puigdefábregas J (2005) The role of vegetation patterns in structuring runoff and sediment fluxes in drylands. Earth Surf Process Landforms 30:133–147

    Article  Google Scholar 

  • Puigdefábregas J, Sole A, Gutierrez L et al (1999) Scales and processes of water and sediment redistribution in drylands: results from the Rambla Honda field site in Southeast Spain. Earth Sci Rev 48:39–70

    Article  Google Scholar 

  • Ramírez DA, Bellot J, Domingo F, Blasco A (2007a) Can water responses in Stipa tenacissima L. during the summer season be promoted by non-rainfall water gains in soil? Plant Soil 291:67–79

    Article  Google Scholar 

  • Ramírez DA, Bellot J, Domingo F, Blasco A (2007b) Stand transpiration of Stipa tenacissima grassland by sequential scaling and multi-source evapotranspiration modelling. J Hydrol 342:124–133

    Article  Google Scholar 

  • Regüés D, Badía D, Echeverría MT et al (2017) Analysing the effect of land use and vegetation cover on soil infiltration in three contrasting environments in northeast Spain. Cuad Investig Geográfica 43:141–169

    Article  Google Scholar 

  • Rey A, Pegoraro E, Oyonarte C et al (2011) Impact of land degradation on soil respiration in a steppe (Stipa tenacissima L.) semi-arid ecosystem in the SE of Spain. Soil Biol Biochem 43:393–403. https://doi.org/10.1016/j.soilbio.2010.11.007

    Article  CAS  Google Scholar 

  • Reynolds JF, Virginia RA, Kemp PR et al (1999) Impact of drought on desert shrubs: effects of seasonality and degree of resource island development. Ecol Monogr 69:69–106

    Article  Google Scholar 

  • Rietkerk M, Bastiaansen R, Banerjee S et al (2021) Evasion of tipping in complex systems through spatial pattern formation. Science (80- ). https://doi.org/10.1126/science.abj0359

    Article  Google Scholar 

  • Rodríguez-Caballero E, Chamizo S, Roncero-Ramos B et al (2018) Runoff from biocrust: a vital resource for vegetation performance on Mediterranean steppes. Ecohydrology 11:1–13

    Article  Google Scholar 

  • Rodríguez-Caballero E, Escribano P, Cantón Y (2014) Advanced image processing methods as a tool to map and quantify different types of biological soil crust. ISPRS J Photogramm Remote Sens 90:59–67

    Article  Google Scholar 

  • Rodríguez-Caballero E, Reyes A, Kratz A et al (2022) Effects of climate change and land use intensification on regional biological soil crust cover and composition in southern Africa. Geoderma. https://doi.org/10.1016/j.geoderma.2021.115508

    Article  Google Scholar 

  • Rodríguez-Lozano B, Rodríguez-Caballero E, Maggioli L, Cantón Y (2021) Non-destructive biomass estimation in mediterranean alpha steppes: improving traditional methods for measuring dry and green fractions by combining proximal remote sensing tools. Remote Sens 13:1–19

    Article  Google Scholar 

  • Scanlon TM, Caylor KK, Levin SA, Rodriguez-Iturbe I (2007) Positive feedbacks promote power-law clustering of Kalahari vegetation. Nature 449:209–212

    Article  CAS  PubMed  Google Scholar 

  • Shannon CE (1948) A mathematical theory of communication. Bell Syst Tech J 27:379–423

    Article  Google Scholar 

  • Smith WK, Dannenberg MP, Yan D et al (2019) Remote sensing of dryland ecosystem structure and function: progress, challenges, and opportunities. Remote Sens Environ 233:111401

    Article  Google Scholar 

  • Suggitt AJ, Wilson RJ, Isaac NJB et al (2018) Extinction risk from climate change is reduced by microclimatic buffering. Nat Clim Chang 8:713–717

    Article  Google Scholar 

  • Throop HL, Seely MK, Marufu VJ, Participants SDP (2020) Multiple scales of spatial heterogeneity control soil respiration responses to precipitation across a dryland rainfall gradient. Plant Soil 453:423–443

    Article  CAS  Google Scholar 

  • Trabucco A, Zomer RJ (2018) Global Aridity Index and Potential Evapo-Transpiration (ET0) Climate Database v2. CGIAR Consortium for Spatial Information (CGIAR-CSI). Publ online, available from CGIAR-CSI GeoPortal https://cgiarcsi.community

  • Ulrich W, Soliveres S, Maestre FT et al (2014) Climate and soil attributes determine plant species turnover in global drylands. J Biogeogr 41:2307–2319

    Article  PubMed  PubMed Central  Google Scholar 

  • Vicente-Serrano SM, Zouber A, Lasanta T, Pueyo Y (2012) Dryness is accelerating degradation of vulnerable shrublands in semiarid mediterranean environments. Ecol Monogr 82:407–428

    Article  Google Scholar 

  • Wang XG, Sistla SA, Wang XB et al (2016) Carbon and nitrogen contents in particle-size fractions of topsoil along a 3000km aridity gradient in grasslands of northern China. Biogeosciences 13:3635–3646. https://doi.org/10.5194/bg-13-3635-2016

    Article  CAS  Google Scholar 

  • Weltzin JF, Loik ME, Schwinning S et al (2003) Assessing the response of terrestrial ecosystems to potential changes in precipitation. Bioscience 53:941–952

    Article  Google Scholar 

  • Xu C, Van Nes EH, Holmgren M et al (2015) Local facilitation may cause tipping points on a landscape level preceded by early-warning indicators. Am Nat 186:E81–E90

    Article  PubMed  Google Scholar 

  • Zeng H, Wu B, Zhang M et al (2021) Dryland ecosystem dynamic change and its drivers in Mediterranean region. Curr Opin Environ Sustain 48:59–67

    Article  Google Scholar 

  • Zhang DH, Li XR, Zhang F et al (2016) Effects of rainfall intensity and intermittency on woody vegetation cover and deep soil moisture in dryland ecosystems. J Hydrol 543:270–282

    Article  Google Scholar 

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Acknowledgements

We want to acknowledge Manuel Sánchez Robles and Jose Luis Molina for their advice during field surveys and posterior plant identification, Carlos Urueta Urueta for his contribution to soils sampling and Manuel Salvador Ramón for his assistance during soil analysis in the laboratory. We also want to express our gratitude to Cecilio Oyonarte for his support and help during microbial biomass analysis.

Funding

This research was funded by the RH2O-ARID (P18-RT-5130) project founded by the Junta de Andalucia with European Union funds for regional development and the CRUST R-Forze (PID2021-127631NA-I00) projects funded by FEDER/Ministerio de Ciencia e Inovacion-Agencia Estatal de Investigación; and the (UAL2020-RNM-A2051) project I + D + I UAL-FEDER”, funded by the FEDER Andalucía 2014–2020 through the Spanish National Plan for Research and the European Union, including European Funds for Regional Development. This paper is also part of the project TED2021-132332B-C21 funded by MCIN/AEI/https://doi.org/10.13039/501100011033 and European Unión “NextGenerationEU”/PRTR. BRL was funded by the FPU predoctoral fellowship from the Educational, Culture, and Sports Ministry of Spain (FPU17/01886). ERC was supported by the Ramon y Cajal fellowship (RYC2020-030762-I). JFMS was funded by a predoctoral grant from the University of Almeria (CPRE2023-045).

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BRL, ERC and YC carried out the conceptualization. BRL, EGL and JFMS performed field surveys and laboratory analysis. ERC and JFMS performed the processing of UAV images. BRL, ERC, YC done data analyses. YC and ERC were responsible for the funding acquisition. BRL wrote the original draft and developed the figures. All authors contributed to the review and editing.

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Correspondence to Borja Rodríguez-Lozano or Emilio Rodríguez-Caballero.

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Rodríguez-Lozano, B., Rodríguez-Caballero, E., Martínez-Sánchez, J.F. et al. Lithology modulates the response of water limited Mediterranean ecosystems to aridification. Landsc Ecol 38, 3115–3132 (2023). https://doi.org/10.1007/s10980-023-01767-y

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