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Modeling the impacts of land cover change in Amazonia: a regional climate model (RCM) simulation study

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Summary

The numerical regional model (Eta) coupled with the Simplified Simple Biosphere Model (SSiB) was used to investigate the impact of land cover changes on the regional climate in Amazonia. Four 13-month integrations were performed for the following scenarios: (a) no deforestation, (b) current conditions, (c) deforestation predicted for 2033, and (d) large scale deforestation. All initial and prescribed boundary conditions were kept identical for all integrations, except the land cover changes. The results show that during the dry season the post-deforestation decrease in root depth plays an important role in the energy budget, since there is less soil moisture available for evapotranspiration. In all scenarios there was a significant increase in the surface temperature, from 2.0 °C in the first scenario, up to 2.8 °C in the last one. In both the scenarios (b) and (c), the downward component of the surface solar radiation decreased due to an increase in the cloud cover over the deforested areas, which contributed to a further reduction of the net radiation absorbed at the surface. The cloud mechanism, where an increase in albedo is balanced by an increase in downward solar radiation, was not detected in any of these scenarios. In scenarios (a), (b) and (c), a negative feedback mechanism was observed in the hydrological cycle, with greater amounts of moisture being carried to the deforested areas. The increase in moisture convergence was greater than the reduction in evapotranspiration for both scenarios (b) and (c). This result, and the meso-scale thermodynamic processes caused an increase in precipitation. A different situation was observed in the large-scale deforestation scenario (d): a local increase of moisture convergence was observed, but not sufficiently intense to generate an increase in precipitation; the local evapotranspiration decrease was dominant in this scenario. Therefore, the partial deforestation in Amazonia can actually lead to an increase in precipitation locally. However, if the deforestation increases, this condition becomes unsustainable, leading to drier conditions and, consequently, to reduced precipitation in the region.

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References

  • R Avissar Y Liu (1996) ArticleTitleThree-dimensional numerical study of shallow convective clouds and precipitation induced by land-surface forcing J Geophys Res 101 7499–7518 Occurrence Handle10.1029/95JD03031

    Article  Google Scholar 

  • R Avissar T Schmidt (1998) ArticleTitleAn evaluation of the scale at which ground-surface heat flux patchiness affects the convective boundary layer using large-eddy simulations J Atmos Sci 55 2666–2689 Occurrence Handle10.1175/1520-0469(1998)055<2666:AEOTSA>2.0.CO;2

    Article  Google Scholar 

  • A Betts M Miller (1986) ArticleTitleA new convective adjustment scheme, part II, Single column model tests using GATE wave, Bomex and artic air-mass data sets Quart J Roy Meteor Soc 112 693–709

    Google Scholar 

  • TL Black (1994) ArticleTitleNew NMC mesoscale eta model: description and forecasts examples Weather Forecast 9 265–278 Occurrence Handle10.1175/1520-0434(1994)009<0265:TNNMEM>2.0.CO;2

    Article  Google Scholar 

  • Chagnon F, Bras R, Wang J (2004) Climatic shift in patterns of shallow clouds over the Amazon. Geophys Res Lett 31(24), No. L24212, 1–4

    Google Scholar 

  • F Chen R Avissar (1994a) ArticleTitleThe impact of land-surface wetness heterogeneity on mesoscale heat fluxes J Appl Meteor 33 1323–1340 Occurrence Handle10.1175/1520-0450(1994)033<1323:TIOLSW>2.0.CO;2

    Article  Google Scholar 

  • F Chen R Avissar (1994b) ArticleTitleImpact of land-surface moisture variability on local shallow convective cumulus and precipitation in large-scale models J Appl Meteor 33 1382–1401 Occurrence Handle10.1175/1520-0450(1994)033<1382:IOLSMV>2.0.CO;2

    Article  Google Scholar 

  • Chou SC, Tanajura SA, Xue Y, Nobre CA (2002) Validation of the coupled Eta/SSiB model over South America. J Geophys Res 107(D20): doi: 10.1029/2000JD000270

  • PS Chu ZP Yu S Hastenrath (1994) ArticleTitleDetecting climate-change concurrent with deforestation in the Amazon Basin – which way has it gone Bull Amer Meteor Soc 75 579–583 Occurrence Handle10.1175/1520-0477(1994)075<0579:DCCCWD>2.0.CO;2

    Article  Google Scholar 

  • FWS Correia RCS Alvalá AO Manzi R Gielow PY Kubota (2005) ArticleTitleCalibração do “Simplified Simple Biosphere Model – SSIB” para áreas de pastagem e floresta na Amazônia com dados do LBA (in Portuguese) Acta Amazônica 35 IssueID2 283–297

    Google Scholar 

  • M Costa J Foley (2000) ArticleTitleCombined effects of deforestation and doubled Atmospheric CO2 concentrations on the climate of Amazonia J Climate 13 18–34 Occurrence Handle10.1175/1520-0442(2000)013<0018:CEODAD>2.0.CO;2

    Article  Google Scholar 

  • E Cutrim D Martin R Rabin (1995) ArticleTitleEnhancement of cumulus clouds over deforested lands in Amazonia Bull Amer Meteor Soc 76 1801–1805 Occurrence Handle10.1175/1520-0477(1995)076<1801:EOCCOD>2.0.CO;2

    Article  Google Scholar 

  • G Dalu A Pielke M Baldi X Zheng (1996) ArticleTitleHeat and momentum fluxes induced by thermal inhomogeneities J Atmos Sci 53 3286–3320 Occurrence Handle10.1175/1520-0469(1996)053<3286:HAMFIB>2.0.CO;2

    Article  Google Scholar 

  • R Dickinson P Kennedy (1992) ArticleTitleImpacts in regional climate of Amazon deforestation Geophys Res Lett 19 1947–1950 Occurrence Handle10.1029/92GL01905

    Article  Google Scholar 

  • AS Dirmeyer J Shukla (1994) ArticleTitleAlbedo as a modulator of climate response to tropical deforestation J Geophys Res 99 IssueIDD10 20863–20877 Occurrence Handle10.1029/94JD01311

    Article  Google Scholar 

  • JL Dorman P Sellers (1989) ArticleTitleA global climatology of albedo, roughness length and stomatal resistance for atmospheric general circulation models as represented by the Simple Biosphere Model (SiB) J Appl Meteor 28 833–855 Occurrence Handle10.1175/1520-0450(1989)028<0833:AGCOAR>2.0.CO;2

    Article  Google Scholar 

  • L Durieux L Machado H Laurent (2003) ArticleTitleThe impact of deforestation on cloud covers over the Amazon arc of deforestation Remote Sensing Environ 86 132–140 Occurrence Handle10.1016/S0034-4257(03)00095-6

    Article  Google Scholar 

  • FAO (Food and Agriculture Organization of the United Nations) (2000) State of the world’s forests. Rome, Italy

  • SB Fels D Schwarztkopf (1975) ArticleTitleThe simplified exchange approximation: a new method for radiative transfer calculations J Atmos Sci 32 1475–1488 Occurrence Handle10.1175/1520-0469(1975)032<1475:TSEAAN>2.0.CO;2

    Article  Google Scholar 

  • AW Gandu JC Cohen JR Souza (2004) ArticleTitleSimulation of deforestation in eastern Amazonia using a high-resolution model Theor Appl Climatol 78 123–135 Occurrence Handle10.1007/s00704-004-0048-5

    Article  Google Scholar 

  • AN Hahmann RE Dickinson (1997) ArticleTitleRCCM2-BATS model over tropical South America: applications to tropical deforestation J Climate 10 1944–1964 Occurrence Handle10.1175/1520-0442(1997)010<1944:RBMOTS>2.0.CO;2

    Article  Google Scholar 

  • IBGE (Instituto Brasileiro de Geografia e Estatística) (1993) Mapa de Vegetação do Brasil (in Portuguese) (Mapa Temático. Escala 1:500.000), Rio de Janeiro, Brazil

  • INPE (Instituto Nacional de Pesquisas Espaciais) (2004) Monitoring the Brazilian Amazon forest by satellite: 2002–2003. (in Portuguese) São José dos Campos, Brazil

  • INPE (Instituto Nacional de Pesquisas Espaciais) (2005) Monitoring the Brazilian Amazon forest by satellite: 2003–2004. (in Portuguese) São José dos Campos, Brazil

  • Z Janjic (1979) ArticleTitleForward–backward scheme modified to prevent two-grid-interval noise and its application in sigma coordinate models Contrib Atmos Phys 50 186–199

    Google Scholar 

  • Z Janjic (1984) ArticleTitleNonlinear advection schemes and energy cascade on semi-staggered grids Mon Wea Rev 112 1234–1245 Occurrence Handle10.1175/1520-0493(1984)112<1234:NASAEC>2.0.CO;2

    Article  Google Scholar 

  • J Janowiak P Xie (1999) ArticleTitleCAMS-OPI: a global satellite-rain gauge merged product for real-time precipitation monitoring applications J Climate 12 3335–3342 Occurrence Handle10.1175/1520-0442(1999)012<3335:COAGSR>2.0.CO;2

    Article  Google Scholar 

  • A Kleidon M Heimann (1999) ArticleTitleDeep-rooted vegetation, Amazonian deforestation, and climate: results from a modelling study Global Ecol Biogeo 8 397–405 Occurrence Handle10.1046/j.1365-2699.1999.00150.x

    Article  Google Scholar 

  • A Kleidon M Heimann (2000) ArticleTitleAssessing the role of deep-rooted vegetation in the climate system with model simulations: mechanism, comparison to observations and implications for Amazonian deforestation Climate Dyn 16 183–199 Occurrence Handle10.1007/s003820050012

    Article  Google Scholar 

  • A Lacis J Hansen (1974) ArticleTitleA parameterization of the absorption of solar radiation in the earth’s atmosphere J Atmos Sci 31 118–133 Occurrence Handle10.1175/1520-0469(1974)031<0118:APFTAO>2.0.CO;2

    Article  Google Scholar 

  • J Lean P Rowntree (1997) ArticleTitleUnderstanding the sensitivity of a GCM simulation of Amazonian deforestation to the specification of vegetation and soil characteristics J Climate 10 1216–1235 Occurrence Handle10.1175/1520-0442(1997)010<1216:UTSOAG>2.0.CO;2

    Article  Google Scholar 

  • B Li R Avissar (1994) ArticleTitleThe impact of spatial variability of land surface heat fluxes J Climate 7 527–537 Occurrence Handle10.1175/1520-0442(1994)007<0527:TIOSVO>2.0.CO;2

    Article  Google Scholar 

  • L Lobocki (1993) ArticleTitleA procedure for the derivation of surface layer bulk relationships from simplified second-order closure models J Appl Meteor 32 126–138 Occurrence Handle10.1175/1520-0450(1993)032<0126:APFTDO>2.0.CO;2

    Article  Google Scholar 

  • B Lynn D Rind R Avissar (1995) ArticleTitleThe importance of mesoscale circulations generated by subgrid-scale landscape heterogeneities in general circulation models J Climate 8 191–205 Occurrence Handle10.1175/1520-0442(1995)008<0191:TIOMCG>2.0.CO;2

    Article  Google Scholar 

  • A Manzi S Planton (1996) A simulation of Amazonian deforestation using a GCM calibrated with ABRACOS and ARME data JHC Gash CA Nobre JM Roberts RL Victoria (Eds) Amazonian deforestation and climate John Wiley Chichester 505–529

    Google Scholar 

  • K McGuffie A Henderson-Sellers H Zhang T Durbidge A Pitman (1995) ArticleTitleGlobal climate sensitivity to tropical deforestation Global Planetary Change 10 97–128 Occurrence Handle10.1016/0921-8181(94)00022-6

    Article  Google Scholar 

  • F Mesinger (1977) ArticleTitleForward–backward scheme, and its use in a limited area model Contrib Atmos Phys 50 200–210

    Google Scholar 

  • F Mesinger (1984) ArticleTitleA blocking technique for representation of mountains in atmospheric models Riv Meteor Aeronáutica 44 195–202

    Google Scholar 

  • F Mesinger Z Janjic S Nickovic D Gavrilov D Deaven (1988) ArticleTitleThe step-mountain coordinate: model description and performance for cases of alpine lee cyclogenesis and for a case of an Appalachian redevelopment Mon Wea Rev 116 1493–1518 Occurrence Handle10.1175/1520-0493(1988)116<1493:TSMCMD>2.0.CO;2

    Article  Google Scholar 

  • A Negri R Adler (2004) ArticleTitleThe impact of Amazonian deforestation on dry season rainfall J Climate 17 1306–1319 Occurrence Handle10.1175/1520-0442(2004)017<1306:TIOADO>2.0.CO;2

    Article  Google Scholar 

  • CA Nobre PJ Sellers J Shukla (1991) ArticleTitleAmazonian deforestation and regional climate change J Climate 4 957–988 Occurrence Handle10.1175/1520-0442(1991)004<0957:ADARCC>2.0.CO;2

    Article  Google Scholar 

  • J Polcher K Laval (1994) ArticleTitleA statistical study of regional impact of deforestation on climate on the LMD-GCM Climate Dyn 10 205–219 Occurrence Handle10.1007/BF00208988

    Article  Google Scholar 

  • E Salati CA Nobre (1991) ArticleTitlePossible climatic impacts of tropical deforestation Climatic Change 19 177–196 Occurrence Handle10.1007/BF00142225

    Article  Google Scholar 

  • E Salati PB Vose (1984) ArticleTitleAmazon basin: a system in equilibrium Science 225 129–138 Occurrence Handle10.1126/science.225.4658.129

    Article  Google Scholar 

  • Sestini MF, Alvalá RCS, Mello EMK, Valeriano DM, Chan CS, Nobre CA, Paiva JAC, Reimer ES (2002) Elaboração de mapas de vegetação para utilização em modelos meteorológicos e hidrológicos. São José dos Campos, Instituto Nacional de Pesquisas Espaciais (INPE-8972-RPQ/730), p 64

  • PJ Sellers Y Minttz YC Sud A Dalcher (1986) ArticleTitleA Simple Biosphere Model (SiB) for use within general circulation model J Atmos Sci 43 IssueID6 505–531 Occurrence Handle10.1175/1520-0469(1986)043<0505:ASBMFU>2.0.CO;2

    Article  Google Scholar 

  • MAFS Silva Dias P Regnier (1996) Simulation of mesoescale circulations in a deforested area of Rondônia in dry season JHC Gash CA Nobre JM Roberts RL Victoria (Eds) Amazonian deforestation and climate John Wiley Chichester 531–547

    Google Scholar 

  • JM Slingo (1987) ArticleTitleThe development and verification of a cloud prediction scheme for ECMWF model Quart J Roy Meteor Soc 113 899–927 Occurrence Handle10.1256/smsqj.47708

    Article  Google Scholar 

  • BS Soares-Filho A Alencar D Nepstad G Cerqueira M Diaz S Rivero L Solórzanos E Voll (2004) ArticleTitleSimulating the response of land-cover change to road paving and governance along a major Amazon highway: the Santarém-Cuiabá corridor Global Change Biol 10 745–764 Occurrence Handle10.1111/j.1529-8817.2003.00769.x

    Article  Google Scholar 

  • BS Soares-Filho GC Cerqueira C Pennachin (2002) ArticleTitleDINAMICA – a stochastic cellular automata model designed to simulate the landscape dynamics in an Amazonian colonization frontier Ecol Modelling 154 217–235 Occurrence Handle10.1016/S0304-3800(02)00059-5

    Article  Google Scholar 

  • YC Sud MJ Fennessy (1984) ArticleTitleInfluence of evaporation in semi-arid on the July circulation: a numerical study J Climatol 4 383–398 Occurrence Handle10.1002/joc.3370040404

    Article  Google Scholar 

  • YC Sud GK Walker HL Kim GE Linton PJ Sellers WK Lau (1996a) ArticleTitleBiogeophysical consequences of the tropical deforestation Scenario: A GCM simulation Study J Climate 9 3225–3247 Occurrence Handle10.1175/1520-0442(1996)009<3225:BCOATD>2.0.CO;2

    Article  Google Scholar 

  • YC Sud R Yang GK Walker (1996b) ArticleTitleImpact of in situ deforestation in Amazonia on the regional climate: general circulation model simulation study J Geophys Res 101 IssueIDD3 7095–7109 Occurrence Handle10.1029/95JD02754

    Article  Google Scholar 

  • A Voldoire JF Royer (2004) ArticleTitleTropical deforestation and climate variability Climate Dyn 22 857–874 Occurrence Handle10.1007/s00382-004-0423-z

    Article  Google Scholar 

  • C Von Randow A Manzi B Kruijt P Oliveira F Zanchi R Silva M Hodnett J Gash J Elbers M Waterloo F Cardoso P Kabat (2004) ArticleTitleComparative measurements and seasonal variations in energy and carbon exchange over forest and pasture in South West Amazonia Theor Appl Climatol 78 5–26 Occurrence Handle10.1007/s00704-004-0041-z

    Article  Google Scholar 

  • J Wang R Bras A Eltahir (2000) ArticleTitleThe impact of observed deforestation on the mesoscale distribution of rainfall and clouds in Amazonia J Hydrometeor 1 267–286 Occurrence Handle10.1175/1525-7541(2000)001<0267:TIOODO>2.0.CO;2

    Article  Google Scholar 

  • C Weaver R Avissar (2002) ArticleTitleAtmospheric disturbances caused by human modification of the landscape Bull Amer Meteor Soc 82 269–281 Occurrence Handle10.1175/1520-0477(2001)082<0269:ADCBHM>2.3.CO;2

    Article  Google Scholar 

  • P Wetzel S Argentini A Boone (1996) ArticleTitleRole of land surface in controlling daytime cloud amount: two case studies in the GCIP-SW area J Geophys Res 101 7359–7370 Occurrence Handle10.1029/95JD02134

    Article  Google Scholar 

  • Y Xue J Shukla (1993) ArticleTitleThe influence of land surface properties on Sahel climate, I, desertification J Climate 6 2232–2245 Occurrence Handle10.1175/1520-0442(1993)006<2232:TIOLSP>2.0.CO;2

    Article  Google Scholar 

  • Y Xue PJ Sellers JL Kinter J Shukla (1991) ArticleTitleA simplified biosphere model for global climate studies J Climate 4 345–364 Occurrence Handle10.1175/1520-0442(1991)004<0345:ASBMFG>2.0.CO;2

    Article  Google Scholar 

  • H Zhang K McGuffie A Henderson-Sellers (1996a) ArticleTitleImpacts of tropical deforestation. Part I: Process analysis of local climatic change J Climate 9 1497–1517 Occurrence Handle10.1175/1520-0442(1996)009<1497:IOTDPI>2.0.CO;2

    Article  Google Scholar 

  • H Zhang K McGuffie A Henderson-Sellers (1996b) ArticleTitleImpacts of tropical deforestation. Part II: The role of large-scale dynamics J Climate 9 2498–2521 Occurrence Handle10.1175/1520-0442(1996)009<2498:IOTDPI>2.0.CO;2

    Article  Google Scholar 

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Authors and Affiliations

  1. State University of Amazonas (UEA), Manaus, AM, Brazil

    F. W. S. Correia

  2. National Institute for Space Research (INPE), São José dos Campos, SP, Brazil

    R. C. S. Alvalá

  3. National Institute for Amazonia Research (INPA), Manaus, AM, Brazil

    F. W. S. Correia & A. O. Manzi

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  1. F. W. S. Correia
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  2. R. C. S. Alvalá
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  3. A. O. Manzi
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Correspondence to F. W. S. Correia.

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Correspondence: F. W. S. Correia, State University of Amazonas, Darcy Vargas Avenue, 1200 Manaus, AM, Brazil

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Correia, F., Alvalá, R. & Manzi, A. Modeling the impacts of land cover change in Amazonia: a regional climate model (RCM) simulation study. Theor Appl Climatol 93, 225–244 (2008). https://doi.org/10.1007/s00704-007-0335-z

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