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Biodiversity in Thailand

BIODIVERSITY LOSS IN THAILAND
  FROM GLOBAL PERSPECTIVE
              Yongyut Trisurat
  Faculty of Forestry, Kasetsart University
             Bangkok, Thailand
            In Collaboration With
        Netherlands Environmental
        Assessment Agency (MNP)
Biodiversity in Thailand
  Biodiversity loss  →
  Leveling out = homogenization process
High abundance




                                                     Low abundance
                        “Fishing down the foodweb
                                    (Pauly, 2001)”
Biodiversity in Thailand
Human development (HDI) & Biodiversity (NCI)
Biodiversity in Thailand
                      Habitat Destruction

100%
                            Exotic Species
 Biodiversity
                              exploitation of land use
                Protected
                areas                    Pollution
                                                Fragmentation
                                                           Climatic changes
                   Measures of
                   Conservation
                            Regeneration Sustainable management
 0%
                                  Time
                Causes of Biodiversity Loss
1.    Species-richness in proportion to surface area by country, biogeographical region
2.    Species-richness by 10 main EUNIS habitat types
                                                                  ECOSYSTEM INTEGRITY, GOODS                            SUSTAINABLE USE
3.    Tree species composition in forests
                                                                                                                            •
                                                                  AND SERVICES                                                Area of ecosystems under
4.    Changes in species composition in wetlands
                                                                     •                                                        sustainable management
                                                                          Marine trophic index
5.    Endemic species richness in proportion to surface area by biogeographical region
                                                                     •                                                             Forest
                                                                          Connectivity/fragmentation of
6.    Trends ofd species groups (carnivores, raptors, geese, species of economic interest)                                         Agriculture
                                                                          ecosystems
7.    Trends of selection of representative species associated with different ecosystems aquatic ecosystems
                                                                     •                                                             Fishery
                                                                          Water quality in
                                                                                                                                   Aquaculture
                                                                     •
8.    Number of threatened taxa occuring at different geographical levels
                                                                     •
9.    Number of globally threatened species endemic to Europe
                                                                                                                            • Ecological footprint
10.   Percentage of globally threatened species per biogeographical region                                                  •
11.   Percentage of European threatened species per biogeographical region
12.   Threatened forest species
13.   Forest genetic resources
14.   Wild relatives of cultivated plants
15.   Crops and breed genetic diversity
16.   Threats in and around wetland sites
17.   Landscape-level spatial pattern of forest cover             STATUS AND TRENDS OF                                  THREATS TO BIODIVERSITY
                                                                                                                            •
18.   Diversity of linear features and doiversity of crops in farmlands
                                                                  COMPONENTS OF BIOVERSITY                                    Nitrogen deposition
                                                                                                                            •
                                                                     •
19.   Percentage of introduced species that have become invasive per biogeographical region                                   Numbers and costs of invasive
                                                                          Trends in extent of selected biomes,
                                                                                                                              alien species
                                                                          ecosystems, habitats
20.   Spread of invasive selected species over time
                                                                                                                            •
                                                                     •                                                        Impact of climate change
                                                                          Coverage of protected areas
21.   Introduces tree species
                                                                                                                            •
                                                                     •    Trends in abundance and
22.   Introduces species in fresh surface waters
                                                                                                                            •
                                                                          distribution of selected species
23.   Introduces species in marine and coastal waters                •    Change in status of threatened
24.   Proportion of globally threatend species                            and/or protected species
                                                                     •
25.   Proportion of globally threatened fauna species protected by European instruments (EC Directives and Bern Convention)
                                                                          Trends in genetic diversity of
                                                                          domesticated animals, cultivated
26.   Proportion of known species present in Europe protected by European instruments
                                                                          plants, fish species of major
27.   Proportion of species only present in Europe protected by European instruments
                                                                          socioeconomic importance
28.   Progress in implementation of action plans for globally threatened species
29.   Funds spent through LIFE Nature projects for species and habitats
30.   Total area of wetlands (and other ecosystems types) reclaimed by country, biogeographic region, Europe
31.   Cumulated area of sites over time under international conventions and initiatives
32.   Cumulated area of sites proposed over time under EU Directives
33.   Proportion of sites under EU Directives already protected under national instruments
34.   Cumulated area of national designated areas over time in Pan-Europe
35.   Species diversity in designated areas
36.   Bird species distributions and Special Protection Areas (SPAs) coverage
37.   Range of Species of European Interest or Threatened Species present in designated areas
38.   Trends of selected species population within and outside designated areas
39.   Percentage (in surface area) of Annex I habitat-type included in potential Sites of Community Interest (pSCIs)
40.   Change (in surface area) of Annex I habitat-type included in pSCIs
41.   Range of Habitats of European Interest present in designated areas
42.   Percentage of main activities reported in pSCIs
43.   Agricultural land in designated areas
44.   Land cover changes in the surroundings of designated areas
45.   Deadwood
46.   Number of individuals per main fauna species group killed on roads per length per year
47.   Number of fauna passages per infrastructure length unit
48.   Financial investment for fauna passages
Aggregation: Biodiversity Indices
             composite indicators for overview

                                Pressure index
     Natural Capital Index

                                            Biodiversity Intactness Index
                             Biodiversity


                                                   Red List Index
Living Planet Index




                      Species Assemblage Trend Index

MSA= Mean abundance of original species
     relative to pristine (original stage)
Biodiversity in Thailand
Design of the model (P-S-R)
 Input:

                            Dose-
 system
                                           State / trend
               Env.
                          response
describers
                                           Biodiversity
             conditions
                            model
pressures

                    Policy Actions
                        Ecosystem
                     functions / poverty
Biodiversity Loss at Global Level
       (GLOBIO 3 Model)


                                       Biodiversity ( MSA)

                                              100%




                                               0%




Global Biodiversity Model (GLOBIO 3)
Biodiversity loss per biome - World




                                 Temperate
                                 and tropical
                                 grasslands
                                 & forests


                                 Polar, tundra
                                 desert, boreal
Biodiversity in Thailand
                      Existing Forest Cover by Region
                            in Thailand, 1961-2000

                     80.00
% of total country



                     60.00                              North
       area




                                                        East
                     40.00
                                                        Northeast
                     20.00
                                                        Central
                      0.00
                                                        South
                          61

                          76

                          82

                          88

                          91

                          95

                          00
                                                        Total
                       19

                       19

                       19

                       19

                       19

                       19

                       20
                                    Year
Biodiversity in Thailand
Key Policy Questions?
Implications of GLOBIO 3
to National Level
   What is the current situation of biodiversity
  in each ecosystem?
  What is the future situation (2050)?
  What are the main pressure factors?
  What needs to be done to improve the
  model?
Biodiversity in Thailand
GLOBIO 3 Model Framework
                                           GLOBIO 2
   GLC 2000              IMAGE


                                 Climate
                  Nitrogen
     Land                                       Roads/
      use                                        Rails


                                   patch size Infrastructure
                         Climate
   Land-use   Nitrogen
                                     effect        effect
                          effect
     effect    effect



                  MSA


                                               Pressure
                         Input data
                                               indicators
Land use change
                                                                                                                                                                  1,2
                             1,2
    mean species abundance


                                                                                                forests                                                                                                grasslands
                               1                                                                                                                                        1




                                                                                                                                         mean species abundance
                             0,8
                                                                                                                                                                  0,8
                             0,6
                                                                                                                                                                  0,6
                             0,4
                                                                                                                                                                  0,4
                             0,2

                               0
                                                                                                                                                                  0,2
                                                  selective




                                                                                 agroforestry




                                                                                                                    cropland



                                                                                                                               pasture
                                       primary




                                                              secondary




                                                                                                 plantations
                                                   logging
                                        forest




                                                                forest
                                                                                                                                                                        0
                                                                                                                                                                                      primary              pasture              cropland



                                                                                                                                         climate
Nitrogen deposition
                                                                                                                                                                        1,2
                             1,2
                                                                                                                                                                            1                     tundra




                                                                                                                                                  mean area reduction
                                                 tundra
                              1
species richnes ratio




                                                                                                                                                                        0,8
                             0,8
                                                                                                                                                                                                                           forests
                                                                                                                                                                        0,6
                             0,6
                                                                                                                                                                        0,4
                                                    forests                                                    grasslands                                                                           grasslands
                             0,4
                                                                                                                                                                        0,2
                             0,2

                                                                                                                                                                            0
                              0
                                                                                                                                                                                0,0         1,0       2,0            3,0         4,0
                                   0                   5                    10                                 15               20
                                                                          N g.m-2                                                                                                      Temperature change (degrees)
Fragmentation and Infrastructure


                             100                                                                                 1,2

                              90                                                                                  1




                                                                                        mean species abundance
p ercen tag e o f sp ecies




                              80
                                                                                                                 0,8
                              70
                              60                                                                                 0,6
                                                                              birds
                              50
                                                                                                                 0,4
                                                                              mammals
                              40
                                                                                                                 0,2
                              30
                              20                                                                                  0
                              10                                                                                       0           2          4            6          8   10   12
                                                                                                                                                  distance to roads
                               0
                                   0   2000   4000    6000     8000   10000                                                grasslands, deserts, wetlands
                                                                                                                           boreal and temperate forests
                                          minimum area requirement                                                         tropical forests and tundra




                                                                                         infrastructure
                             Patch size dependence
Biodiversity in Thailand
GLOBIO 3 Model Framework

State of the art knowledge
   140 publications, Species richness, Abundances
  Africa: 24; Asia: 36; Europe: 21; North America: 23;
             South America: 27; Oceania: 7
  62 tropical forests; 31 other forests; 17 grasslands;
                 9 shrublands; 5 deserts
      Ca. 5700 species: 2100 plant species, 1700
       insects, 1300 birds, 150 other vertebrates
Land-use intensities
- Unaltered forest
- Low impact logging
- Plantation forest
- Intensive grazing
- Intensive agriculture
0.4


                    Associated MSA
                    - Unused = 1.0
0.7                 - Lightly used = 0.7
              0.1   - Planted = 0.4
      0.1           - High ext. inputs = 0.1
                    (MSA = mean species abundance)




        1.0
Press
             0.4
                         - Land Use
                         - Agriculture
                         - Infrastructure
0.7
                         - Fragmentation
                   0.1
      0.1                - Fires

                          Total NCI
                          = 0.1 x 0.7 x 0.4….




            1.0
Biodiversity in Thailand
GLOBIO 3 Model Framework
         Land Use (Biggs, 2005)
GLC 2000 Class (FAO/UNEP)Sub-class                        MSALU
Snow and ice              Snow or ice                       1.0
Bare areas                Deserts and alpine forest         1.0
                          Primary vegetation                1.0
                          Slightly disturbed or managed
Forest
                          forest                            0.7
                          Secondary forest                  0.5
                          Forest plantation                 0.2
                          Primary grassland and
                          shrubland                         1.0
Shrubs and grassland
                          Livestock grazing                 0.7
                          Man-made pasture                  0.1
Mosaic: cropland/forest   Agroforestry                      0.5
Cultivated and managed    Low input agriculture             0.3
areas
                          Intensive agriculture             0.1
Artificial surfaces       Build-up areas                    0.1
Biodiversity in Thailand
GLOBIO 3 Model Framework
 Climate Change (EUROMOVE – Bakkenes et al, 2006)
 Biome                        Image   Slope (◦C-1)
 Ice                          0.023        0.050
 Tundra                       0.154        0.070
 Wooded tundra                0.284        0.051
 Boreal forest                0.043        0.079
 Cool conifer forest          0.168        0.080
 Temperate mixed forest       0.045        0.101
 Temperate deciduous forest   0.100        0.109
 Warm mixed forest            0.052        0.139
 Grassland and steppe         0.098        0.193
 Hot desert                   0.036           -
 Scrubland                    0.129        0.174
 Savannah                     0.093           -
 Tropical woodland            0.039           -
 Tropical forest              0.034           -
         MSACC = 1 – Slope * ΔTemperature
Biodiversity in Thailand
GLOBIO 3 Model Framework
N deposition (Bobbink, 2004;
                         Bouwman et al., 2004)
                                                  GCL 200
Ecosystem         Equation                        classes
Arctic-alpine                                     Snow and
ecosystem                                         ice
                  MSAN = 0.9 - 0.005 NE
Boreal coniferous
forest                                            Forest
                  MSAN = 0.8 - 0.14 In (NE)
                                                  Shrubs and
Grassland                                         grassland
                      MSAN = 0.8 - 0.08 In (NE)

 N deposition
  exceeding the critical load level
  applies only to natural land not to cropland
Biodiversity in Thailand
GLOBIO 3 Model Framework
  Infrastructure (UNEP, 2001: 300 papers)
                   High impact     Medium impact   Low impact No impact
Vegetation cover   (MSAI = 0.50)   (MSAI = 0.75)   (MSAI = 0.90) (MSAI = 1.00)
Cropland              0.0-0.5         0.5-1.5        1.5-5.0         >5.0
Grassland             0.0-0.5         0.5-1.5        1.5-5.0         >5.0
Boreal forest         0.0-0.3         0.3-0.9        0.9-3.0         >3.0
Temperate
deciduous forest      0.0-0.3         0.3-0.9        0.9-3.0        >3.0
Tropical forest       0.0-1.0         1.0-3.0       3.0-10.0        >10.0
Desert and semi
desert                0.0-0.5         0.5-1.5        1.5-5.0        >5.0
Wetland               0.0-0.5         0.5-1.5        1.5-5.0        >5.0
Arctic tundra         0.0-1.0         1.0-3.0       3.0-10.0        >10.0
Ice and snow          0.0-0.5         0.5-1.5        1.5-5.0        >5.0
       Zone (0.0-0.5 km) along infrastructure
Biodiversity in Thailand
GLOBIO 3 Model Framework
 Fragmentation (Bouwan et al.,
  2002; Woodroffe and Ginsberg, 1998)

  Area (km2)            MSAF
  1-10                  0.55
  10-100                0.75
  100-1000              0.85
  1000-10000            0.95
  >10000                1.00

    Smaller area for plant species
Biodiversity in Thailand
GLOBIO 3: Sources of Data
Potential veg.:BIOME’s as historical range data
Land use: Forest type 2000 (DNP) reclassified to
          Global Land Cover (GLC 2000)
Patch size: Forestry type map & road network
Infrastrucure: Road network (OEPP)

Climate change: Mean temp. (IMAGE)
Nitrogen: Exceedance of the critical load of
         N deposition (IMAGE)

      Forest and Agriculture Management:
       extensive, intensive and irrigated agr.
      (national statistic data)
Biodiversity in Thailand
GLOBIO 3 Model Framework
     MSA = MSALUC * MSACC * MSAN *
             MSAI * MSAF

 MSA= Mean abundance of original species relative
      to pristine (original stage)

 MSALUC = Remaining MSA for Land use change
 MSACC = Remaining MSA for Climate change
 MSAN = Remaining MSA for Nitrogen pollution
 MSAI = Remaining MSA for Infrastructure
 MSAF = Remaining MSA for Fragmentation

          0.5 * 0.5 degree at global
           11 km * 11 km & 1 km * 1 km (exercise)
BiodiversityFramework
  GLOBIO 3 in Thailand
                          ArisFlow
                                                                                                                                                                   Grid Area Land                  Grid Image
                                                                                                                                       Sequential Grid
                         Grid Critical                                                                                                                              ImageCells                      Regions
                           Load N

                                                              Grid                                Grid
                                                           N-deposition                      Infrastructure
                                                                                                                                                                                                                                                                          GLCT Image                 Grid Biomes
                                                                                                                                                                                                                                                                           scenario                    scenario




                                                                                                                                                                                                                                               Combine Unique Cells Regions Biomes GLCT and LandArea
                                                   Calculate N Exceeding Classes per UniqueCell




                                                                                                      Calculate Infrastructure per UniqueCell


                                          N Exceeding
                                         per UniqueCell                                                                                                                                                                              LandArea per
                                             dBase                                                                                                                                                                                   UniqueCell
                                                                                                                                                                                                                                     Region Biome~
                                                                                             Infrastructure
                                                                                                                                                                                                                                                                    Dbase2Access
                                                                                            per UniqueCell
                                                                                                                                                                                                                                     LandArea per
                                                                                                 dBase
                                                                                                                                                                                                                                     UniqueCell
                                                                                                                                                                                                                                     Region Biome~
                                                                                                                                                                                                                                                                        Landcover per
                                                   Dbase2Access                                                                                                                                                                                                          Unique Cell
                                                                                                      Dbase2Access
                                                                                                                                                                                                                                                                          Access




                                           N Exceeding                                       Infrastructure                                                                                                                                                            Unique Cell
                                          per UniqueCell                                    per UniqueCell                                                                                                                                                             Region Biomes
                                             Access                                             Access                                                                                                                                                                 GLCT Combi ~




                                                                                                                                                                                                                                                                      GLC fraction
                                                                                                                                                                                                                                                                                              Protected Area
                                                                                                                                                                                                                                                                      Per Region
                                                                                                                                                                                                                                                                                                  Table




          Land Cover
                                                                                                                                                                                                                                                                      Biome GLCT ~
                                                   Calculate N-Depostion Correction On Biodiversity




                                                                                                                                                                                                                                               Calculate Scenario GLCArea Per Unique Cell Region Biome GLCT Combi
                                         N-Deposition
                                                                                                                                                                                                                                                                                                                       CropArea
                                         Correction on
                                         Biodiversity p~




          Biomes
                                                                                                                                                                                                                                     GLC Area per
                                                                                                                                                            Impact classes                     GLC Classes                           Unique Cell
                                                                                                                                                                                                                                     Region Biome~




                                                                                                                                                                                                                                               Correct Crop Area (GLC 16 class) with total region crop area
                                      Climate
                                     Regression
                                                                                                                                                                                                                                     corrected area
                                       Values




          Crop area
                                                                                                                                                                                                                                     with IMAGE
                                                                                                                                                                                                                                     crop area per ~                                                                Forest_Plantati
                                                                                                                                                                                                                                                                                                                    on_Timberregim
                                                                                                                                                                                                                                                                                                                      e_Fraction

                                         Temperature
                                           change
                                                                                                                                                         Calculate Infrastructure Correction On Biodiversity

                                                                                                                                                                                                                                                                                                                    Irrigated and
                                                                                                                                                                                                                                                                                                                    Intensive




          Grazing area
                                                                                                                                                                                                                                                                                                                    Agricultural Fr~
                                                                                                                                                Infra correction
                                                                                                                                                on Biodiversity


                                                                                                                                                                                                                                                    Calculate Area Plantation And Timber Forest




                                                                                                                                                                                                                                    Calculate Area Irrigated And Intensive Agriculture
                                                                                                                                                               Set Corrections On Biodiversity Per Unique Cell




          Temperature                                                                                                                                                                                                      Irrigated and          Area Plantation
                                                                                                                                                                                                                           Intensive              And Timber
                                                                                                                                                                                                                           Agricultural Ar~       Forest per Uni~
                                                                                                                                                     Scenario
                                                                                                                                                     Unique Cell
                                                                                                                                                     Region Biome~




          N-deposition                                                                                                                                                        Replace Areas for Agriculture and Forestry


                                                   Biodiversity
                                                     Values




          (GDP)                                                                                                                                                       Scenario
                                                       Time delay
                                                                                                                                                                     Unique Cell
                                                         values




                                                                                                                                                                             Calculate Biodiversity values per Cell GLC



                                                                                                                                                                                                                                                  fragmentation

                                                                                                                                                                   Biodiversity per
                                                                                                                                                                     Unique Cell
                                                                                                                                                                        GLC




                                                                                                                                                                              Add fragmenation effect




                                                                                                                                                                   Biodiversity per
                                                                                                                                                                         UU




                                                                                                                                                                             Calculate Biodiversity Per Unique Cell




                                                                                                                                                                   Biodiversity per
                                                                                                                                                                     Unique cell




                                                                                                                                                                              Create biodiversity asciigrid




                                                                                                                                                                     Corrected
                                                                                                                                                                    Biodiversity
                                                                                                                                                                     Asciigrid
Biodiversity in Thailand
GLOBIO 3: Sources of Data




                OEPP

   DNP (2000)
Biodiversity in Thailand
               Thailand
Results
Biodiversity in Thailand
         Results

               0.80                         0.71
               0.70               0.62
                        0.60                         0.58
           S




               0.60                                           0.51
   aining M




                                                                                                  0.51
                                                                                     0.47
                                                                         0.45
               0.50
               0.40
Rem




               0.30
               0.20
               0.10
               0.00
                      Warmmixed Grassland   Desert   Scrub   Savannah    Tropical   Tropical   Medit. Shrub
                                                                        woodland     forest
                                                         Biomes




                                                      Remaining MSA = 0.57
Trends from Global in Thailand
     Biodiversity Perspective
           1970
                   2000
                                 2030
Biodiversity in Thailand
Results

              0%

           21% 2%   R by agriculture
                     ed.
                    R by grazing
                     ed.
              0%
                    Red.by forestry
              0%
                    R by built up
                     ed.
              4%
                    R by nitrogen
                     ed.
  58%
                    Red.by climate
            15%     Red.by infra/fragment.
                    R aining biodiversity
                     em
Biodiversity in Thailand
                Results
       100%
       80%
  SA




       60%
%M




       40%
       20%
        0%
                  W arm     Grassland    Desert      Scrub       Savannah    Tropical      Tropical     Medit.
                  mixed                                                      woodland       forest      Shrub


              R By agriculture
               ed.                  R by grazing
                                     ed.                     R by forestry
                                                              ed.                    Red.by build up
              Red.by nitrogen       Red.by climate           Red.by infra/fragment   R aining biodiversity
                                                                                      em
Biodiversity in Thailand
Results
Refine Biodiversity Thailand
  Biodiversity in Modeling
  Conclusions
   The remaining MSA = 0.57;
   desert - highest (0.71); tropical woodland
   lowest (0.45)
   The MSA will continue to decline rapidly in
   the future.
   Encoachment for agriculture is the main
   pressure followed by infra/fragmenation.
Refine Biodiversity Thailand
  Biodiversity in Modeling
  Applications
   MSA is universal indicator to quantify
   biodiversity loss and pressure factors

   Has potential for GAP Analysis of protected
   area system plan

   Serve a base for enhancing regional
   cooperations
Biodiversity in Thailand

               Mesoamerica
               Ecoregion Corridor
Refine Biodiversity Thailand
  Biodiversity in Modeling
            Global                                Thailand
                              Information Inputs
 GLC2000                      Nat. Land use/land cover classes (1:50,000)
                              1) Historical vegetation map/Ecoregion
                              2) Plant and wildlife (predicting species niche
 Biome                            distribution)
                              Nat. demography census/survey
 IMAGE
                              Nat. macroeconomic
 Sequential grid - 0.1‘ (11
   x 11 km2)/pixcel           1 km2/1 ha (100 x 100 m)
   resolution -1 km2
                     Database Management/Analysis Tools
 ArisFlow                     ArcGIS and ArcView, etc
 Lat/Long                     UTM
 National scale (Region)      River basin/admin unit
Refine Biodiversity Thailand
  Biodiversity in Modeling
         Pressures                Pressures/vulnerabilities
                             Need to integrate other
 Projected land-use change
                               pressures at national level –
    (IMAGE) derived from
                               poverty, forest fire, etc
    global economy
   Patch size effect           Patch size, isolation and shape
                               Overgrazing, forest fire, poverty,
                               poaching, etc.
   Climate (mean T)          Climate (temp. rain, max-min-range)

   Nitrogen deposition         Fertilizer input
   Protected area              IUCN/national categories/intensity
Biodiversity in Thailand




    THANK YOU
        &
    SAWASDEE

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Biodiversity Loss in Thailand

  • 1. Biodiversity in Thailand BIODIVERSITY LOSS IN THAILAND FROM GLOBAL PERSPECTIVE Yongyut Trisurat Faculty of Forestry, Kasetsart University Bangkok, Thailand In Collaboration With Netherlands Environmental Assessment Agency (MNP)
  • 2. Biodiversity in Thailand Biodiversity loss → Leveling out = homogenization process High abundance Low abundance “Fishing down the foodweb (Pauly, 2001)”
  • 3. Biodiversity in Thailand Human development (HDI) & Biodiversity (NCI)
  • 4. Biodiversity in Thailand Habitat Destruction 100% Exotic Species Biodiversity exploitation of land use Protected areas Pollution Fragmentation Climatic changes Measures of Conservation Regeneration Sustainable management 0% Time Causes of Biodiversity Loss
  • 5. 1. Species-richness in proportion to surface area by country, biogeographical region 2. Species-richness by 10 main EUNIS habitat types ECOSYSTEM INTEGRITY, GOODS SUSTAINABLE USE 3. Tree species composition in forests • AND SERVICES Area of ecosystems under 4. Changes in species composition in wetlands • sustainable management Marine trophic index 5. Endemic species richness in proportion to surface area by biogeographical region • Forest Connectivity/fragmentation of 6. Trends ofd species groups (carnivores, raptors, geese, species of economic interest) Agriculture ecosystems 7. Trends of selection of representative species associated with different ecosystems aquatic ecosystems • Fishery Water quality in Aquaculture • 8. Number of threatened taxa occuring at different geographical levels • 9. Number of globally threatened species endemic to Europe • Ecological footprint 10. Percentage of globally threatened species per biogeographical region • 11. Percentage of European threatened species per biogeographical region 12. Threatened forest species 13. Forest genetic resources 14. Wild relatives of cultivated plants 15. Crops and breed genetic diversity 16. Threats in and around wetland sites 17. Landscape-level spatial pattern of forest cover STATUS AND TRENDS OF THREATS TO BIODIVERSITY • 18. Diversity of linear features and doiversity of crops in farmlands COMPONENTS OF BIOVERSITY Nitrogen deposition • • 19. Percentage of introduced species that have become invasive per biogeographical region Numbers and costs of invasive Trends in extent of selected biomes, alien species ecosystems, habitats 20. Spread of invasive selected species over time • • Impact of climate change Coverage of protected areas 21. Introduces tree species • • Trends in abundance and 22. Introduces species in fresh surface waters • distribution of selected species 23. Introduces species in marine and coastal waters • Change in status of threatened 24. Proportion of globally threatend species and/or protected species • 25. Proportion of globally threatened fauna species protected by European instruments (EC Directives and Bern Convention) Trends in genetic diversity of domesticated animals, cultivated 26. Proportion of known species present in Europe protected by European instruments plants, fish species of major 27. Proportion of species only present in Europe protected by European instruments socioeconomic importance 28. Progress in implementation of action plans for globally threatened species 29. Funds spent through LIFE Nature projects for species and habitats 30. Total area of wetlands (and other ecosystems types) reclaimed by country, biogeographic region, Europe 31. Cumulated area of sites over time under international conventions and initiatives 32. Cumulated area of sites proposed over time under EU Directives 33. Proportion of sites under EU Directives already protected under national instruments 34. Cumulated area of national designated areas over time in Pan-Europe 35. Species diversity in designated areas 36. Bird species distributions and Special Protection Areas (SPAs) coverage 37. Range of Species of European Interest or Threatened Species present in designated areas 38. Trends of selected species population within and outside designated areas 39. Percentage (in surface area) of Annex I habitat-type included in potential Sites of Community Interest (pSCIs) 40. Change (in surface area) of Annex I habitat-type included in pSCIs 41. Range of Habitats of European Interest present in designated areas 42. Percentage of main activities reported in pSCIs 43. Agricultural land in designated areas 44. Land cover changes in the surroundings of designated areas 45. Deadwood 46. Number of individuals per main fauna species group killed on roads per length per year 47. Number of fauna passages per infrastructure length unit 48. Financial investment for fauna passages
  • 6. Aggregation: Biodiversity Indices composite indicators for overview Pressure index Natural Capital Index Biodiversity Intactness Index Biodiversity Red List Index Living Planet Index Species Assemblage Trend Index MSA= Mean abundance of original species relative to pristine (original stage)
  • 7. Biodiversity in Thailand Design of the model (P-S-R) Input: Dose- system State / trend Env. response describers Biodiversity conditions model pressures Policy Actions Ecosystem functions / poverty
  • 8. Biodiversity Loss at Global Level (GLOBIO 3 Model) Biodiversity ( MSA) 100% 0% Global Biodiversity Model (GLOBIO 3)
  • 9. Biodiversity loss per biome - World Temperate and tropical grasslands & forests Polar, tundra desert, boreal
  • 10. Biodiversity in Thailand Existing Forest Cover by Region in Thailand, 1961-2000 80.00 % of total country 60.00 North area East 40.00 Northeast 20.00 Central 0.00 South 61 76 82 88 91 95 00 Total 19 19 19 19 19 19 20 Year
  • 11. Biodiversity in Thailand Key Policy Questions? Implications of GLOBIO 3 to National Level What is the current situation of biodiversity in each ecosystem? What is the future situation (2050)? What are the main pressure factors? What needs to be done to improve the model?
  • 12. Biodiversity in Thailand GLOBIO 3 Model Framework GLOBIO 2 GLC 2000 IMAGE Climate Nitrogen Land Roads/ use Rails patch size Infrastructure Climate Land-use Nitrogen effect effect effect effect effect MSA Pressure Input data indicators
  • 13. Land use change 1,2 1,2 mean species abundance forests grasslands 1 1 mean species abundance 0,8 0,8 0,6 0,6 0,4 0,4 0,2 0 0,2 selective agroforestry cropland pasture primary secondary plantations logging forest forest 0 primary pasture cropland climate Nitrogen deposition 1,2 1,2 1 tundra mean area reduction tundra 1 species richnes ratio 0,8 0,8 forests 0,6 0,6 0,4 forests grasslands grasslands 0,4 0,2 0,2 0 0 0,0 1,0 2,0 3,0 4,0 0 5 10 15 20 N g.m-2 Temperature change (degrees)
  • 14. Fragmentation and Infrastructure 100 1,2 90 1 mean species abundance p ercen tag e o f sp ecies 80 0,8 70 60 0,6 birds 50 0,4 mammals 40 0,2 30 20 0 10 0 2 4 6 8 10 12 distance to roads 0 0 2000 4000 6000 8000 10000 grasslands, deserts, wetlands boreal and temperate forests minimum area requirement tropical forests and tundra infrastructure Patch size dependence
  • 15. Biodiversity in Thailand GLOBIO 3 Model Framework State of the art knowledge 140 publications, Species richness, Abundances Africa: 24; Asia: 36; Europe: 21; North America: 23; South America: 27; Oceania: 7 62 tropical forests; 31 other forests; 17 grasslands; 9 shrublands; 5 deserts Ca. 5700 species: 2100 plant species, 1700 insects, 1300 birds, 150 other vertebrates
  • 16. Land-use intensities - Unaltered forest - Low impact logging - Plantation forest - Intensive grazing - Intensive agriculture
  • 17. 0.4 Associated MSA - Unused = 1.0 0.7 - Lightly used = 0.7 0.1 - Planted = 0.4 0.1 - High ext. inputs = 0.1 (MSA = mean species abundance) 1.0
  • 18. Press 0.4 - Land Use - Agriculture - Infrastructure 0.7 - Fragmentation 0.1 0.1 - Fires Total NCI = 0.1 x 0.7 x 0.4…. 1.0
  • 19. Biodiversity in Thailand GLOBIO 3 Model Framework Land Use (Biggs, 2005) GLC 2000 Class (FAO/UNEP)Sub-class MSALU Snow and ice Snow or ice 1.0 Bare areas Deserts and alpine forest 1.0 Primary vegetation 1.0 Slightly disturbed or managed Forest forest 0.7 Secondary forest 0.5 Forest plantation 0.2 Primary grassland and shrubland 1.0 Shrubs and grassland Livestock grazing 0.7 Man-made pasture 0.1 Mosaic: cropland/forest Agroforestry 0.5 Cultivated and managed Low input agriculture 0.3 areas Intensive agriculture 0.1 Artificial surfaces Build-up areas 0.1
  • 20. Biodiversity in Thailand GLOBIO 3 Model Framework Climate Change (EUROMOVE – Bakkenes et al, 2006) Biome Image Slope (◦C-1) Ice 0.023 0.050 Tundra 0.154 0.070 Wooded tundra 0.284 0.051 Boreal forest 0.043 0.079 Cool conifer forest 0.168 0.080 Temperate mixed forest 0.045 0.101 Temperate deciduous forest 0.100 0.109 Warm mixed forest 0.052 0.139 Grassland and steppe 0.098 0.193 Hot desert 0.036 - Scrubland 0.129 0.174 Savannah 0.093 - Tropical woodland 0.039 - Tropical forest 0.034 - MSACC = 1 – Slope * ΔTemperature
  • 21. Biodiversity in Thailand GLOBIO 3 Model Framework N deposition (Bobbink, 2004; Bouwman et al., 2004) GCL 200 Ecosystem Equation classes Arctic-alpine Snow and ecosystem ice MSAN = 0.9 - 0.005 NE Boreal coniferous forest Forest MSAN = 0.8 - 0.14 In (NE) Shrubs and Grassland grassland MSAN = 0.8 - 0.08 In (NE) N deposition exceeding the critical load level applies only to natural land not to cropland
  • 22. Biodiversity in Thailand GLOBIO 3 Model Framework Infrastructure (UNEP, 2001: 300 papers) High impact Medium impact Low impact No impact Vegetation cover (MSAI = 0.50) (MSAI = 0.75) (MSAI = 0.90) (MSAI = 1.00) Cropland 0.0-0.5 0.5-1.5 1.5-5.0 >5.0 Grassland 0.0-0.5 0.5-1.5 1.5-5.0 >5.0 Boreal forest 0.0-0.3 0.3-0.9 0.9-3.0 >3.0 Temperate deciduous forest 0.0-0.3 0.3-0.9 0.9-3.0 >3.0 Tropical forest 0.0-1.0 1.0-3.0 3.0-10.0 >10.0 Desert and semi desert 0.0-0.5 0.5-1.5 1.5-5.0 >5.0 Wetland 0.0-0.5 0.5-1.5 1.5-5.0 >5.0 Arctic tundra 0.0-1.0 1.0-3.0 3.0-10.0 >10.0 Ice and snow 0.0-0.5 0.5-1.5 1.5-5.0 >5.0 Zone (0.0-0.5 km) along infrastructure
  • 23. Biodiversity in Thailand GLOBIO 3 Model Framework Fragmentation (Bouwan et al., 2002; Woodroffe and Ginsberg, 1998) Area (km2) MSAF 1-10 0.55 10-100 0.75 100-1000 0.85 1000-10000 0.95 >10000 1.00 Smaller area for plant species
  • 24. Biodiversity in Thailand GLOBIO 3: Sources of Data Potential veg.:BIOME’s as historical range data Land use: Forest type 2000 (DNP) reclassified to Global Land Cover (GLC 2000) Patch size: Forestry type map & road network Infrastrucure: Road network (OEPP) Climate change: Mean temp. (IMAGE) Nitrogen: Exceedance of the critical load of N deposition (IMAGE) Forest and Agriculture Management: extensive, intensive and irrigated agr. (national statistic data)
  • 25. Biodiversity in Thailand GLOBIO 3 Model Framework MSA = MSALUC * MSACC * MSAN * MSAI * MSAF MSA= Mean abundance of original species relative to pristine (original stage) MSALUC = Remaining MSA for Land use change MSACC = Remaining MSA for Climate change MSAN = Remaining MSA for Nitrogen pollution MSAI = Remaining MSA for Infrastructure MSAF = Remaining MSA for Fragmentation 0.5 * 0.5 degree at global 11 km * 11 km & 1 km * 1 km (exercise)
  • 26. BiodiversityFramework GLOBIO 3 in Thailand ArisFlow Grid Area Land Grid Image Sequential Grid Grid Critical ImageCells Regions Load N Grid Grid N-deposition Infrastructure GLCT Image Grid Biomes scenario scenario Combine Unique Cells Regions Biomes GLCT and LandArea Calculate N Exceeding Classes per UniqueCell Calculate Infrastructure per UniqueCell N Exceeding per UniqueCell LandArea per dBase UniqueCell Region Biome~ Infrastructure Dbase2Access per UniqueCell LandArea per dBase UniqueCell Region Biome~ Landcover per Dbase2Access Unique Cell Dbase2Access Access N Exceeding Infrastructure Unique Cell per UniqueCell per UniqueCell Region Biomes Access Access GLCT Combi ~ GLC fraction Protected Area Per Region Table Land Cover Biome GLCT ~ Calculate N-Depostion Correction On Biodiversity Calculate Scenario GLCArea Per Unique Cell Region Biome GLCT Combi N-Deposition CropArea Correction on Biodiversity p~ Biomes GLC Area per Impact classes GLC Classes Unique Cell Region Biome~ Correct Crop Area (GLC 16 class) with total region crop area Climate Regression corrected area Values Crop area with IMAGE crop area per ~ Forest_Plantati on_Timberregim e_Fraction Temperature change Calculate Infrastructure Correction On Biodiversity Irrigated and Intensive Grazing area Agricultural Fr~ Infra correction on Biodiversity Calculate Area Plantation And Timber Forest Calculate Area Irrigated And Intensive Agriculture Set Corrections On Biodiversity Per Unique Cell Temperature Irrigated and Area Plantation Intensive And Timber Agricultural Ar~ Forest per Uni~ Scenario Unique Cell Region Biome~ N-deposition Replace Areas for Agriculture and Forestry Biodiversity Values (GDP) Scenario Time delay Unique Cell values Calculate Biodiversity values per Cell GLC fragmentation Biodiversity per Unique Cell GLC Add fragmenation effect Biodiversity per UU Calculate Biodiversity Per Unique Cell Biodiversity per Unique cell Create biodiversity asciigrid Corrected Biodiversity Asciigrid
  • 27. Biodiversity in Thailand GLOBIO 3: Sources of Data OEPP DNP (2000)
  • 28. Biodiversity in Thailand Thailand Results
  • 29. Biodiversity in Thailand Results 0.80 0.71 0.70 0.62 0.60 0.58 S 0.60 0.51 aining M 0.51 0.47 0.45 0.50 0.40 Rem 0.30 0.20 0.10 0.00 Warmmixed Grassland Desert Scrub Savannah Tropical Tropical Medit. Shrub woodland forest Biomes Remaining MSA = 0.57
  • 30. Trends from Global in Thailand Biodiversity Perspective 1970 2000 2030
  • 31. Biodiversity in Thailand Results 0% 21% 2% R by agriculture ed. R by grazing ed. 0% Red.by forestry 0% R by built up ed. 4% R by nitrogen ed. 58% Red.by climate 15% Red.by infra/fragment. R aining biodiversity em
  • 32. Biodiversity in Thailand Results 100% 80% SA 60% %M 40% 20% 0% W arm Grassland Desert Scrub Savannah Tropical Tropical Medit. mixed woodland forest Shrub R By agriculture ed. R by grazing ed. R by forestry ed. Red.by build up Red.by nitrogen Red.by climate Red.by infra/fragment R aining biodiversity em
  • 34. Refine Biodiversity Thailand Biodiversity in Modeling Conclusions The remaining MSA = 0.57; desert - highest (0.71); tropical woodland lowest (0.45) The MSA will continue to decline rapidly in the future. Encoachment for agriculture is the main pressure followed by infra/fragmenation.
  • 35. Refine Biodiversity Thailand Biodiversity in Modeling Applications MSA is universal indicator to quantify biodiversity loss and pressure factors Has potential for GAP Analysis of protected area system plan Serve a base for enhancing regional cooperations
  • 36. Biodiversity in Thailand Mesoamerica Ecoregion Corridor
  • 37. Refine Biodiversity Thailand Biodiversity in Modeling Global Thailand Information Inputs GLC2000 Nat. Land use/land cover classes (1:50,000) 1) Historical vegetation map/Ecoregion 2) Plant and wildlife (predicting species niche Biome distribution) Nat. demography census/survey IMAGE Nat. macroeconomic Sequential grid - 0.1‘ (11 x 11 km2)/pixcel 1 km2/1 ha (100 x 100 m) resolution -1 km2 Database Management/Analysis Tools ArisFlow ArcGIS and ArcView, etc Lat/Long UTM National scale (Region) River basin/admin unit
  • 38. Refine Biodiversity Thailand Biodiversity in Modeling Pressures Pressures/vulnerabilities Need to integrate other Projected land-use change pressures at national level – (IMAGE) derived from poverty, forest fire, etc global economy Patch size effect Patch size, isolation and shape Overgrazing, forest fire, poverty, poaching, etc. Climate (mean T) Climate (temp. rain, max-min-range) Nitrogen deposition Fertilizer input Protected area IUCN/national categories/intensity
  • 39. Biodiversity in Thailand THANK YOU & SAWASDEE