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Modeled Effects of Climate Change and Plant Invasion on Watershed Function Across a Steep Tropical Rainfall Gradient

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An Erratum to this article was published on 28 June 2017

ABSTRACT

Climate change is anticipated to affect freshwater resources, but baseline data on the functioning of tropical watersheds is lacking, limiting efforts that seek to predict how watershed processes, water supply, and streamflow respond to anticipated changes in climate and vegetation change, and to management. To address this data gap, we applied the distributed hydrology soil vegetation model (DHSVM) across 88 watersheds spanning a highly constrained, 4500 mm mean annual rainfall (MAR) gradient on Hawai‘i Island to quantify stream flow at 3-h time-steps for eight years in response to the independent and interactive effects of (1) large observed decrease in MAR; (2) projected warming and altered precipitation; and (3) four scenarios of forest invasion by the high water-demanding non-native tree species Psidium cattleianum. The model captured 62% of variability in measured flow at daily time scales, 95% at monthly time scales, and 98% at annual time scales. We found that low DHSVM modeled flow (Q 90) and storm flow (Q 10) responses to observed declines in rainfall dwarfed those of projected temperature increase or invasion, with flow decline positively correlated with MAR. As a percentage of streamflow, temperature and invasion reductions were negatively correlated with MAR. By comparison, warming alone had little effect on Q 90 or Q 10, but both decreased with increasing P. cattleianum cover, and projected effects of declining MAR were accentuated when combined with P. cattleianum and warming. Restoration mitigated some effects of climate warming by increasing stream base flows, with the relative effects of restoration being larger in drier versus wetter watersheds. We conclude that potential changes in climate in tropical environments are likely to exert significant effects on streamflow, but managing vegetation can provide mitigating benefits.

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References

  • Abu-Hamdeh NH, Reeder RC. 2000. Soil thermal conductivity effects of density, moisture, salt concentration, and organic matter. Soil Science Society of America Journal 64(4):1285–90.

    Article  CAS  Google Scholar 

  • Asner GP, Hughes RF, Vitousek PM, Knapp DE, Kennedy-Bowdoin T, Boardman J, Martin RE, Eastwood M, Green RO. 2008. Invasive plants transform the three-dimensional structure of rain forests. Proceedings of the National Academy of Sciences 105(11):4519–23.

    Article  CAS  Google Scholar 

  • Asner GP, Scurlock JM, Hicke JA. 2003. Global synthesis of leaf area index observations: implications for ecological and remote sensing studies. Global Ecology & Biogeography 12:191–205.

    Article  Google Scholar 

  • Baruch Z, Goldstein G. 1999. Leaf construction cost, nutrient concentration, and net CO2 assimilation of native and invasive species in Hawaii. Oecologia 121:183–92.

    Article  CAS  PubMed  Google Scholar 

  • Bassiouni M, Oki DS. 2012. Trends and shifts in streamflow in Hawai’i, 1913–2008. Hydrological Processes 27(10):1484–500.

    Article  Google Scholar 

  • Bowling LC, Lettenmaier DP. 1997. Evaluation of the effects of forest roads on streamflow in Hard and Ware Creeks, Washington. Water resources series technical report. Seattle: University of Washington. p 189.

    Google Scholar 

  • Brönniman S. 2009. Early twentieth-century warming. Nature Geoscience 2:735–6.

    Article  Google Scholar 

  • Cao G, Giambelluca TW, Stevens DE, Schroeder TA. 2007. Inversion variability in the Hawaiian trade wind regime. Journal of Climate 20:1145–60.

    Article  Google Scholar 

  • Cavaleri MA, Ostertag R, Cordell S, Sack L. 2014. Native trees show conservative water use relative to invasive trees: results from a removal experiment in a Hawaiian wet forest. Conservation Physiology 2:1–14.

    Article  Google Scholar 

  • Chapin FSIII, Carpenter SR, Kofinas GP, Folke C, Abel N, Clark WC, Olsson P, Smith DMS, Walker B, Young OR et al. 2010. Ecosystem stewardship: sustainability strategies for a rapidly changing planet. Trends in Ecology and Evolution 25(4):241–9.

    Article  PubMed  Google Scholar 

  • Chen YR, Chu P-S. 2014. Trends in precipitation extremes and return levels in the Hawaiian Islands under a changing climate. International Journal of Climatology 34:3913–25.

    Article  Google Scholar 

  • Chu P-S, Chen YR, Schroeder TA. 2010. Changes in precipitation extremes in the Hawaiian Islands in a warming climate. Journal of Climate 23:4881–900.

    Article  Google Scholar 

  • Chu PS, Chen H. 2005. Interannual and interdecadal rainfall variations in the Hawaiian Islands. Journal of Climate 18:4796–813.

    Article  Google Scholar 

  • Clausen B, Biggs BJF. 2000. Flow indices for ecological studies in temperate streams: groupings based on covariance. Journal of Hydrology 237(3–4):184–97.

    Article  Google Scholar 

  • Coe MT, Costa MH, Soares-Filho BS. 2009. The influence of historical and potential future deforestation on the stream flow of the Amazon River-land surface processes and atmospheric feedbacks. Journal of Hydrology 369:165–74.

    Article  Google Scholar 

  • Coen GM, Wang C. 1989. Estimating vertical saturated hydraulic conductivity from soil morphology in Alberta. Canadian Journal of Soil Science 69(1):1–16.

    Article  Google Scholar 

  • Cuo L, Giambelluca TW, Ziegler AD, Nullet M. 2006. Use of the distributed hydrology soil vegetation model to study road effects on hydrological processes in Pang Khum Experimental Watershed, northern Thailand. Forest Ecology and Management 224:81–94.

    Article  Google Scholar 

  • Dettinger MD, Diaz HF. 2000. Global characteristics of stream flow seasonality and variability. Journal of Hydrometeorology 1:289–310.

    Article  Google Scholar 

  • Diong CH. 1982. Population biology and management of the feral pig (Sus scrofa L.) in Kipahulu Valley, Maui. Honolulu (Hawai’i): University of Hawai’i. p 431.

    Google Scholar 

  • Foster P. 2001. The potential negative impacts of global climate change on tropical montane cloud forests. Earth Science Reviews 55:73–106.

    Article  Google Scholar 

  • Giambelluca TW, Asner GP, Martin RE, Nullet MA, Huang M, DeLay JK, Mudd RG, Takahashi M. 2007. Impacts of alien tree invasion on evaporation in tropical montane cloud forest in Hawaii. Eos Transactions 88:H211.

    Article  Google Scholar 

  • Giambelluca TW, Chen Q, Frazier AG, Price JP, Chen Y-L, Chu P-S, Eischeid JK, Delparte DM. 2013. Online rainfall Atlas of Hawai‘i. Bulletin of the American Meteorological Society 94:313–16.

    Article  Google Scholar 

  • Giambelluca TW, Diaz HF, Luke MSA. 2008. Secular temperature changes in Hawai‘i. Geophysical Research Letters 35:L12702.

    Article  Google Scholar 

  • Giambelluca TW, Martin RE, Asner GP, Huang M, Mudd RG, Nullet MA, DeLay JK, Foote D. 2009a. Evapotranspiration and energy balance of native wet montane cloud forest in Hawai‘i. Agricultural and Forest Meteorology 149:230–43.

    Article  Google Scholar 

  • Giambelluca TW, Sutherland RA, Nanko K, Mudd RG, Ziegler AD. 2009b. Effects of Miconia on hydrology: a first approximation. International Miconia Conference. Maui, Hawaii.

  • Gingerich SB. 1999. Ground-water occurrence and contribution to streamflow, Northeast Maui, Hawaii. US Geological Survey. No. 99-4090.

  • Gingerich SB, Wolff RH. 2005. Effects of surface-water diversions on habitat availability for native macrofauna, Northeast Maui, Hawaii. Denver (CO): US Geological Survey.

    Google Scholar 

  • Hantush MH, Kalin L. 2003. Modeling uncertainty of runoff and sediment yield using a distributed hydrologic model. In: Renard KG, McElroy SA, Gburek WJ, Canfield HE, Scott RL, Eds. First interagency conference on research in the watersheds. US Department of Agriculture, Agricultural Research Service.

  • Huenneke LF, Vitousek PM. 1990. Seedling and clonal recruitment of the invasive tree Psidium cattleianum: implications for management of native Hawaiian forests. Biological Conservation 53:199–211.

    Article  Google Scholar 

  • IPCC. 2013. Working Group I Contribution to the IPCC fifth assessment report, climate change 2013: the physical science basis. Geneva: United Nations Environmental Program.

    Google Scholar 

  • Jacobi JD, Warshauer FR. 1992. Distribution of six alien plant species in upland habitats on the Island of Hawai‘i. In: Stone CP, Smith CW, Tunison JT, Eds. Alien plant invasions in native ecosystems of Hawai‘i: management and research. Honolulu: University of Hawai’i. p 155–79.

    Google Scholar 

  • Joe SM, Daehler CC. 2008. Invasive slugs as under-appreciated obstacles to rare plant restoration: evidence from the Hawaiian Islands. Biological Invasions 10:245–55.

    Article  Google Scholar 

  • Johnson AG. 2012. A water budget model and estimates of groundwater recharge for Guam. US Geological Survey. No. 2012-5028.

  • Juvik JO, Ekern PC. 1978. A climatology of mountain fog on Mauna Loa, Hawaii Island. Honolulu (HI): University of Hawaii.

    Google Scholar 

  • Kagawa A, Sack L, Ke Duarte, James S. 2009. Hawaiian native forest conserves water relative to timber plantation: species and stand traits influence water use. Ecological Applications 19(6):1429–43.

    Article  PubMed  Google Scholar 

  • Kim TS, Cai W, Jin F-F, Santoso A, Wu L, Guilyardi E, An S-I. 2014. Response of El Niño sea surface temperature variability to greenhouse warming. Nature Climate Change 8:786–90.

    Article  Google Scholar 

  • Knorr W, Prentice IC, House JI, Holland EA. 2005. Long-term sensitivity of soil carbon turnover to warming. Nature 433(7023):298–301.

    Article  CAS  PubMed  Google Scholar 

  • Lau K-M, Wu H-T. 2011. Climatology and changes in tropical oceanic rainfall characteristics inferred from Tropical Rainfall Measuring Mission (TRMM) data (1998–2009). Journal of Geophysical Research: Atmospheres 116(D17):16.

    Article  Google Scholar 

  • Mair A, Fares A. 2010. Throughfall characteristics in three non-native Hawaiian forest stands. Agricultural and Forest Meteorology 150:1453–66.

    Article  Google Scholar 

  • McIntosh MD, Schmitz JA, Benbow ME, Burky AJ. 2008. Structural and functional changes of tropical riffle macroinvertebrate communities associated with stream flow withdrawal. River Research and Applications 24:1045–55.

    Article  Google Scholar 

  • Meehl GA. 1996. Vulnerability of freshwater resources to climate change in the tropical Pacific region. Water, Air, and Soil Pollution 92:203–13.

    CAS  Google Scholar 

  • Milleham L, Taylor RG, Todd M, Tindimugaya C, Thompson J. 2009. The impact of climate change on groundwater recharge and runoff in a humid, equatorial catchment: sensitivity of projections to rainfall intensity. Hydrological Sciences Journal des Sciences Hydrologiques 54(4):727–38.

    Article  Google Scholar 

  • Milly PC, Dunne KA, Vecchia AV. 2005. Global pattern of trends in streamflow and water availability in a changing climate. Nature 438:347–50.

    Article  CAS  PubMed  Google Scholar 

  • Milly PCD, Wetherald RT, Dunne KA, Delworth TL. 2002. Increasing risk of great floods in a changing climate. Nature 415:514–17.

    Article  CAS  PubMed  Google Scholar 

  • Mimura N, Nurse L, McLean R, Agard J, Briguglio L, Lefale P, Payet R, Sem G. 2007. Small Islands. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE, Eds. Climate change 2007: impacts, adaptation, and vulnerability. Cambridge: Cambridge University Press. p 688–716.

    Google Scholar 

  • Mitas CM, Clement A. 2005. Has the Hadley cell been strengthening in recent decades? Geophysical Research Letters 32:L03809.

    Article  Google Scholar 

  • Mudd RG, Giambelluca TW. 2006. Epiphyte water retention and evaporation in native and invaded tropical montane cloud forests in Hawai‘i. In: Scholl MA, Ed. San Francisco (CA): American Geophysical Union.

  • Muller CJ, O’Gorman PA, Back LE. 2011. Intensification of precipitation extremes with warming in a cloud-resolving model. Journal of Climate 24:2784–800.

    Article  Google Scholar 

  • Nanko K, Giambelluca TW, Sutherland RA, Mudd RG, Nullet M, Ziegler AD. 2013. Erosion potential under Miconia calvescens stands on the Island of Hawai’i. Land Degradation & Development 26(3):218–26.

  • Olden JD, Poff NL. 2003. Redundancy and the choice of hydrologic indices for characterizing streamflow regimes. River Research and Applications 19:101–21.

    Article  Google Scholar 

  • Oliveira PJC, Davin EL, Levis S, Seneviratne SI. 2011. Vegetation-mediated impacts of trends in global radiation on land hydrology: a global sensitivity study. Global Change Biology 17:3453–67.

    Article  Google Scholar 

  • Ortega AR, Soraya de Almeida L, da Maia N, Angelo AC. 2006. Effect of shading on the growth of Psidium cattleianum Sabine seedlings in nursery conditions. CERNE 12(3):300–8.

    Google Scholar 

  • Parker G, Wilcock PR, Paola C, Dietrich WE, Pitlick J. 2007. Physical basis for quasi-universal relations describing bankfull hydraulic geometry of single-thread gravel bed rivers. Journal of Geophysical Research: Earth Surface 112(F4):F04005.

    Article  Google Scholar 

  • Piao S, Ciais P, Huang Y, Shen Z, Peng S, Li J, Zhou L, Liu H, Ma Y, Ding Y et al. 2010. The impacts of climate change on water resources and agriculture in China. Nature 467:43–51.

    Article  CAS  PubMed  Google Scholar 

  • Post DA, Jakeman AJ. 1999. Predicting the daily streamflow of ungauged catchments in S.E. Australia by regionalizing the parameters of a lumped conceptual rainfall-runoff model. Ecological Modelling 123:91–104.

    Article  Google Scholar 

  • Quan X-W, Diaz HF, Hoerling MP. 2004. Change in the tropical Hadley cell since 1950. In: Diaz HF, Bradley RS, Eds. The Hadley circulation: present, past, and future. Dordrecht: Kluwer Academics. p 85–120.

    Chapter  Google Scholar 

  • Risbey JS, Lewandowsky S, Langlais C, Monselesan DP, O’Kane TJ, Oreskes N. 2014. Well-established global surface warming in climate projections selected for ENSO phase. Nature Climate Change 4:834–40.

    Article  Google Scholar 

  • Roth KS, Dewald T. 1999. The National hydrography dataset. April 1, 1999 ed.: US Geological Survey, US Environmental Protection Agency.

  • Ruosteenoja K, Carter TR, Jylhä K, Tuomevirta H. 2003. Future climate in world regions: an intercomparision of model-based projections for the new IPCC emissions scenarios. Helsinki: Finnish Environment Institute. No. 644.

  • Safeeq M, Fares A. 2012. Interception losses in three non-native Hawaiian forest stands. Hydrological Processes 28(2):237–54.

    Article  Google Scholar 

  • Saxton KE, Rawls WJ. 2006. Soil water characteristic estimates by texture and organic matter for hydrologic solutions. Soil Science Society of America Journal 70:1569–78.

    Article  CAS  Google Scholar 

  • Scholl MA, Gingerich SB, Tribble GW. 2002. The influence of microclimates and fog on stable isotope signatures used in interpretation of regional hydrology: East Maui, Hawaii. Journal of Hydrology 264:170–84.

  • Smith LC, Turcotte DL, Isacks BL. 1998. Stream flow characterization and feature detection using a discrete wavelet transform. Hydrological Processes 12:233–49.

    Article  Google Scholar 

  • Stearns HT, Macdonald GA. 1946. Geology and ground-water resources of the Island of Hawaii. Honolulu (HI): Territory Government of Hawaii. pp 1–363.

    Google Scholar 

  • Still CJ, Foster PN, Schneider SH. 1999. Simulating the effects of climate change on tropical montane cloud forests. Nature 398:608–10.

    Article  CAS  Google Scholar 

  • Strauch AM, Bruland GL, MacKenzie RA, Giardina CP. 2016. Soil and hydrological responses to wild pig (Sus scofa) exclusion from native and strawberry guava (Psidium cattleianum)-invaded tropical montane wet forests. Geoderma 279:53–60.

    Article  Google Scholar 

  • Strauch AM, MacKenzie RA, Bruland GL, Giardina CP. 2015. Climate driven changes to rainfall and streamflow patterns in a model tropical island hydrological system. Journal of Hydrology 523:160–9.

    Article  Google Scholar 

  • Takahashi M, Giambelluca TW, Mudd RG, DeLay JK, Nullet MA, Asner GP. 2011. Rainfall partitioning and cloud water interception in native forest and invaded forest in Hawai‘i Volcanoes National Park. Hydrological Processes 25:448–64.

    Article  Google Scholar 

  • Timm O, Diaz HF. 2009. Synoptic-statistical approach to regional downscaling of IPCC twenty-first-century climate projections: seasonal rainfall over the Hawaiian Islands. Journal of Climate 22:4261–80.

    Article  Google Scholar 

  • Timm O, Diaz HF, Giambelluca TW, Takahashi M. 2011. Projection of changes in the frequency of heavy rain events over Hawai’i based on leading Pacific climate models. Journal of Geophysical Research 116:D04109.

    Google Scholar 

  • Timm O, Takahashi M, Giambelluca TW, Diaz HF. 2013. On the relation between large-scale ciriculation pattern and heavy rain events over the Hawaiian Islands: Recent trends and future changes. Journal of Geophysical Research: Atmospheres 118:4129–41.

  • Timm OE, Giambelluca TW, Diaz HF. 2015. Statistical downscaling of rainfall changes in Hawai‘i based on the CMIP5 global model projections. Journal of Geophysical Research: Atmosphers 120:92–112.

    Google Scholar 

  • Tomlinson MS, De Carlo EH. 2003. The need for high resolution time series data to characterize Hawaiian streams. Journal of the American Water Resources Association 39:113–23.

    Article  Google Scholar 

  • Trenberth KE, Shea DJ. 2005. Relationships between precipitation and surface temperature. Geophysical Research Letters 32:L14703.

    Article  Google Scholar 

  • Uowolo AL, Denslow JS. 2008. Characteristics of the Psidium cattleianum (Myrtaceae) seed bank in Hawaiian lowland forests. Pacific Science 62(1):129–35.

    Article  Google Scholar 

  • USDA. 2008. Soil Survey geographic (SSURGO) database for Island of Hawaii Area, Hawaii. In: Service NRC, Ed. US Department of Agriculture.

  • USGS. 2005. National gap analysis program. In: Survey USG, Ed. Reston (VA).

  • VanShaar JR, Haddeland I, Lettenmaier DP. 2002. Effects of land-cover changes on the hydrological response of interior Columbia River basin forested catchments. Hydrological Processes 16:2499–520.

    Article  Google Scholar 

  • Waichler SR, Wemple BC, Wigmosta MS. 2005. Simulation of water balance and forest treatment effects at the H.J. Andrews Experimental Forest. Hydrological Processes 19(16):3177–99.

    Article  Google Scholar 

  • Westra S, Alexander LV, Zwiers FW. 2013. Global increasing trends in annual maximum daily precipitation. Journal of Climate 26:3904–18.

    Article  Google Scholar 

  • Wigmosta MS, Vail LW, Lettenmaier DP. 1994. A distributed hydrology-vegetation model for complex terrain. Water Resources Research 30:1665–79.

    Article  Google Scholar 

  • Wohl E, Barros A, Brunsell N, Chappell NA, Coe MT, Giambelluca TW, Goldsmith S, Harmon R, Hendrickx JMH, Juvik JO et al. 2012. The hydrology of the humid tropics. Nature Climate Change 2:655–62.

    Article  Google Scholar 

  • Yazaki K, Sano Y, Fujikawa S, Nakano T, Ishida A. 2010. Response to dehydration and irrigation in invasive and native saplings: osmotic adjustment versus leaf shedding. Tree Physiology 30:597–607.

    Article  PubMed  Google Scholar 

  • Zhang W, An S, Xu Z, Cui J, Xu Q. 2011. The impact of vegetation and soil on runoff regulation in headwater streams on the east Qinghai-Tibet, China. Catena 87:182–9.

    Article  Google Scholar 

  • Zhou T, Zhang L, Li H. 2008. Changes in global land monsoon area and total rainfall accumulation of the last half century. Journal of Atmospheric Science 70:3–8.

    Article  Google Scholar 

  • Zimmerman N, Hughes RF, Cordell S, Hart P, Chang HK, Perez D, Like RK, Ostertag R. 2008. Patterns of primary succession of native and introduced plants in lowland wet forests in Eastern Hawai‘i. Biotropica 40(3):277–84.

    Article  Google Scholar 

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ACKNOWLEDGEMENTS

R. Tingley and V. Keener provided useful suggestions in the development of this manuscript. This work was made possible through USDA Forest Service Research Joint Venture Agreements with the University of Hawai`i and with the Watershed Professionals Network. Funding support for this research came from the USDA Forest Service including: Region 5 Science, Technology and Development Program, State and Private Forestry; Forest Service Research and Development Climate Change Program; and the Pacific Southwest Research Station.

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Correspondence to Ayron M. Strauch.

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CPG, CH, and RAM conceived of or designed study. CH, ES, and CPG performed research. AMS analyzed data. CH, ES, and TWG contributed methods or models. AMS, RAM, CPG, TWG, CH, ES, and GLB wrote or provided comments to the paper.

An erratum to this article is available at http://dx.doi.org/10.1007/s10021-017-0167-3.

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Strauch, A.M., Giardina, C.P., MacKenzie, R.A. et al. Modeled Effects of Climate Change and Plant Invasion on Watershed Function Across a Steep Tropical Rainfall Gradient. Ecosystems 20, 583–600 (2017). https://doi.org/10.1007/s10021-016-0038-3

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