2 Terrestrial Ecosystems of

The PLACEHOLDER_COUNTRY_NAME ecosystem typology includes of … ecosystem types across … biomes (Table ???). The ecosystem typology is consistent with the IUCN global ecosystem typology (Keith et al., 2019) to support crosswalks and comparisons with Red Lists of ecosystems in other countries and regions. The PLACEHOLDER_COUNTRY_NAME ecosystem typology has a hierarchical structure, where each ecosystem type is assigned to a realm, biome and functional group (ecotype). Realm refers to one of the four component media in the biosphere (Figure 2.1???), biome is the segment of the biosphere united by major functional traits and macro-environmental features (Figure 2.2???), and functional group is a group of related ecosystems within a biome (Figure 2.3???). The distribution of PLACEHOLDER_COUNTRY_NAME’s ecosystem types is shown in Figure 2.4, and map data is made publicly available (Murray et al., 2020).

from pprint import pprint

import geopandas as gpd
import yaml

import rle_python_gee
import iucn_get_data

print(f'{rle_python_gee.__version__ = }')
print(f'{iucn_get_data.__version__ = }')

rle_python_gee.__version__ = '0.1.13'
iucn_get_data.__version__ = '0.0.4'

Load up the country-level configuration.

with open('../config/country_config.yaml', 'r') as f:
    config = yaml.safe_load(f)

Initialize Google Earth Engine.

rle_python_gee.ee_auth.initialize_ee(project=config['gcp_project'])

Load the country’s ecosystems data as a pandas DataFrame.

asset_id = config['ecosystem_gee_asset']['id']

ecosystems = rle_python_gee.Ecosystems(
    asset_id,
    get_level3_column='EFG1',
    get_level456_column='Glob_Typol'
)

ecosystems_df = ecosystems.functional_group_dataframe()
ecosystems_df

		COD	COD_new	ECO_NAME	ECRG	EFG2	EFG_Etter	GETyp_CODn
EFG1	Glob_Typol
F1.1	F1.1_Indef_Agua	Agua	R1	INDEF	Indef	F1.1	F1.1	F1.1_Indef_R1
F1.2	F1.2_Indef_Agua	Agua	R2	INDEF	Indef	F1.2	F1.2	F1.2_Indef_R2
F1.2	F1.2a_Indef_Agua	Agua	R2	INDEF	Indef	F1.2a	F1.2a	F1.2a_Indef_R2
T1.1	T1.1_Apure_Vill f_B1b	B1b	B1	Apure-Villavicencio dry forests	Apure_Vill f	T1.1	T1.1	T1.1_Apure_Vill f_B1
T1.1	T1.1_Caq mf_B1a	B1a	B1	Caqueta moist forests	Caq mf	T1.1	T1.1	T1.1_Caq mf_B1
...	...	...	...	...	...	...	...	...
T5.2	T5.2_Guaj-Barr xs_A1	A1	A1	Guajira-Barranquilla xeric scrub	Guaj-Barr xs	T5.2	T5.2	T5.2_Guaj-Barr xs_A1
T5.2	T5.2_Guaj-Barr xs_A3	A3	A3	Guajira-Barranquilla xeric scrub	Guaj-Barr xs	T5.2	T5.2	T5.2_Guaj-Barr xs_A3
T6.5	T6.5_SM Paramo_N	N	N	Santa Marta Paramo	SM Paramo	T6.5	T6.5	T6.5_SM Paramo_N
T6.5	T6.5_SM Paramo_S14	S14	P2	Santa Marta Paramo	SM Paramo	T6.5	T6.5	T6.5_SM Paramo_P2
TF1.5	TF1.5_Guaj-Barr xs_B34	B34	B0	Guajira-Barranquilla xeric scrub	Guaj-Barr xs	TF1.5	TF1.5	TF1.5_Guaj-Barr xs_B0

161 rows × 7 columns

Create an IUCN Global Ecosystem Typology (GET) in spanish using the ecosystems data.

typology_es = iucn_get_data.Typology(
    language="spanish",
    ecosystems=ecosystems_df.drop(columns=['COD_new', 'ECRG', 'EFG2', 'EFG_Etter', 'GETyp_CODn'], errors='ignore'),
    ecosystems_functional_group_column='EFG1'
)
typology_es.dataframe

	realm_code	biome_code	functional_group_code	realm_name	biome_name	functional_group_name	description	url	EFG1	Glob_Typol	COD	ECO_NAME
0	F	F1	F1.1	Agua dulce	Bioma de rios y arroyos	Rios permanentes de tierras altas	Estos pequenos rios o arroyos en areas montano...	https://global-ecosystems.org/explore/groups/F1.1	F1.1	F1.1_Indef_Agua	Agua	INDEF
1	F	F1	F1.2	Agua dulce	Bioma de rios y arroyos	Rios permanentes de tierras bajas	Los rios de tierras bajas con flujos lentos y ...	https://global-ecosystems.org/explore/groups/F1.2	F1.2	F1.2_Indef_Agua	Agua	INDEF
2	F	F1	F1.2	Agua dulce	Bioma de rios y arroyos	Rios permanentes de tierras bajas	Los rios de tierras bajas con flujos lentos y ...	https://global-ecosystems.org/explore/groups/F1.2	F1.2	F1.2a_Indef_Agua	Agua	INDEF
3	T	T1	T1.1	Terrestre	Bioma de bosques tropicales y subtropicales	Bosques lluviosos tropicales y subtropicales d...	Una enorme diversidad de especies ocupa nichos...	https://global-ecosystems.org/explore/groups/T1.1	T1.1	T1.1_Apure_Vill f_B1b	B1b	Apure-Villavicencio dry forests
4	T	T1	T1.1	Terrestre	Bioma de bosques tropicales y subtropicales	Bosques lluviosos tropicales y subtropicales d...	Una enorme diversidad de especies ocupa nichos...	https://global-ecosystems.org/explore/groups/T1.1	T1.1	T1.1_Caq mf_B1a	B1a	Caqueta moist forests
...	...	...	...	...	...	...	...	...	...	...	...	...
156	T	T5	T5.2	Terrestre	Bioma de desiertos y semidesiertos	Desiertos y semidesiertos suculentos o espinosos	Los desiertos y semidesiertos suculentos o esp...	https://global-ecosystems.org/explore/groups/T5.2	T5.2	T5.2_Guaj-Barr xs_A1	A1	Guajira-Barranquilla xeric scrub
157	T	T5	T5.2	Terrestre	Bioma de desiertos y semidesiertos	Desiertos y semidesiertos suculentos o espinosos	Los desiertos y semidesiertos suculentos o esp...	https://global-ecosystems.org/explore/groups/T5.2	T5.2	T5.2_Guaj-Barr xs_A3	A3	Guajira-Barranquilla xeric scrub
158	T	T6	T6.5	Terrestre	Bioma polar/alpino (criogenico)	Pastizales y herbazales de altas montanas trop...	Los pastizales y herbazales de altas montanas ...	https://global-ecosystems.org/explore/groups/T6.5	T6.5	T6.5_SM Paramo_N	N	Santa Marta Paramo
159	T	T6	T6.5	Terrestre	Bioma polar/alpino (criogenico)	Pastizales y herbazales de altas montanas trop...	Los pastizales y herbazales de altas montanas ...	https://global-ecosystems.org/explore/groups/T6.5	T6.5	T6.5_SM Paramo_S14	S14	Santa Marta Paramo
160	TF	TF1	TF1.5	Terrestre-Agua dulce	Bioma de humedales palustres	Llanuras de inundacion aridas episodicas	Las llanuras de inundacion aridas episodicas r...	https://global-ecosystems.org/explore/groups/T...	TF1.5	TF1.5_Guaj-Barr xs_B34	B34	Guajira-Barranquilla xeric scrub

161 rows × 12 columns

print(typology_es)

T: Terrestre
  └─ T1: Bioma de bosques tropicales y subtropicales
      └─ T1.1: Bosques lluviosos tropicales y subtropicales de tierras bajas
          └─ T1.1_Apure_Vill f_B1b
          └─ T1.1_Caq mf_B1a
          └─ T1.1_Caq mf_B2a1
          └─ T1.1_Caq mf_B3a1
          └─ T1.1_GuaiPiedm f_B4a
          └─ T1.1_GuaiPiedm f_B6
          └─ T1.1_Jap-So-Ne mf_B4b
          └─ T1.1_Jap-So-Ne mf_B4c
          └─ T1.1_Jap-So-Ne mf_B4d
          └─ T1.1_Llanos_B5
          └─ T1.1_SolJapura mf_B1a
          └─ T1.1_ChoDar_mf_B2c
          └─ T1.1_ChoDar_mf_B3c
          └─ T1.1_Mag-Urab mf_B1c
          └─ T1.1_Mag-Urab mf_B2b
          └─ T1.1_Napo mf_B1a
          └─ T1.1_Napo mf_B2a1
          └─ T1.1_Napo mf_B3a1
          └─ T1.1_SolJapura mf_B2a2
          └─ T1.1_WEcua  mf_B2c
          └─ T1.1_WEcua  mf_B3c
          └─ T1.1_Catatum mf_B1d
          └─ T1.1_Catatum mf_B2d
          └─ T1.1_ChoDar_mf_B7
          └─ T1.1_Mag-Urab mf_B8
          └─ T1.1_Mag-Urab mf_B9
          └─ T1.1_SolJapura mf_B3a2
      └─ T1.2: Bosques y matorrales secos tropicales/subtropicales
          └─ T1.2_Cauca Val df_B12
          └─ T1.2_Cauca Val df_B10
          └─ T1.2_Cauca Val df_B11
          └─ T1.2_Cauca Val df_B23
          └─ T1.2_ChV df_B23
          └─ T1.2_CordOri mf_B23
          └─ T1.2_Magd Val df_B12
          └─ T1.2_Magd Val df_B10
          └─ T1.2_Magd Val df_B11
          └─ T1.2_Magd Val df_B23
          └─ T1.2_Pat Dag df_A5
          └─ T1.2_Pat Dag df_B12
          └─ T1.2_Pat Dag df_B10
          └─ T1.2_Pat Dag df_B11
          └─ T1.2_Pat Dag df_B23
          └─ T1.2_Sinú Valley df_B12
          └─ T1.2a_Magd Val mf_A6
          └─ T1.2_CatOcañ df_B12
          └─ T1.2_CatOcañ df_B10
          └─ T1.2_CatOcañ df_B23
          └─ T1.2_ChV df_A5
          └─ T1.2_Sinú Valley df_B10
          └─ T1.2_Sinú Valley df_B11
          └─ T1.2_Sinú Valley df_B23
          └─ T1.2_Guaj-Barr xs_B10
          └─ T1.2_Guaj-Barr xs_B11
          └─ T1.2_Guaj-Barr xs_B12
          └─ T1.2_Guaj-Barr xs_B13
      └─ T1.3: Bosques lluviosos montanos tropicales/subtropicales
          └─ T1.3_CordOri mf_B19a
          └─ T1.3_CordOri mf_B19b
          └─ T1.3_CordOri mf_B20a
          └─ T1.3_CordOri mf_B20b
          └─ T1.3_Cauca V mf_B20a
          └─ T1.3_Cauca V mf_B20b
          └─ T1.3_Cauca V mf_B21a
          └─ T1.3_Cauca V mf_B21b
          └─ T1.3_Cauca V mf_B21d
          └─ T1.3_CordOri mf_B21a
          └─ T1.3_CordOri mf_B21b
          └─ T1.3_CordOri mf_B21c
          └─ T1.3_CordOri mf_B21d
          └─ T1.3_EastCR mf_B19a
          └─ T1.3_EastCR mf_B20a
          └─ T1.3_EastCR mf_B21a
          └─ T1.3_EastCR mf_B21b
          └─ T1.3_EastCR mf_B22
          └─ T1.3_Macarena mf_B17
          └─ T1.3_Macarena mf_B18
          └─ T1.3_Macarena mf_B16
          └─ T1.3_Magd Val mf_B19b
          └─ T1.3_Magd Val mf_B20a
          └─ T1.3_Magd Val mf_B20b
          └─ T1.3_Magd Val mf_B21a
          └─ T1.3_Magd Val mf_B21b
          └─ T1.3_Magd Val mf_B21c
          └─ T1.3_Magd Val mf_B22
          └─ T1.3_Magd Val mf_B21d
          └─ T1.3_NW And mf_B19a
          └─ T1.3_NW And mf_B19b
          └─ T1.3_NW And mf_B20a
          └─ T1.3_NW And mf_B20b
          └─ T1.3_NW And mf_B21a
          └─ T1.3_NW And mf_B21b
          └─ T1.3_NW And mf_B21c
          └─ T1.3_Catatum mf_B19b
          └─ T1.3_Catatum mf_B20b
          └─ T1.3_Cauca V mf_B19a
          └─ T1.3_Magd Val mf_B19a
          └─ T1.3_NW And mf_B21d
          └─ T1.3_S Mart mf_B19b
          └─ T1.3_S Mart mf_B20b
          └─ T1.3_S Mart mf_B21b
      └─ T1.4: Bosques tropicales esclerofilos sobre arenas blancas
          └─ T1.4_Jap-So-Ne mf_B14
          └─ T1.4_Neg Branc mf_B15
          └─ T1.4a_Negro camp_S1
  └─ T3: Bioma de arbustales y matorrales
      └─ T3.1: Matorrales tropicales estacionalmente secos
          └─ T3.1_Pantepui_A4
          └─ T3.1_Pantepui_S2
  └─ T4: Bioma de sabanas y pastizales
      └─ T4.2: Sabanas de pastos piricos
          └─ T4.2_Llanos_S3
          └─ T4.2_Llanos_S4
          └─ T4.2_Llanos_S5
          └─ T4.2_Llanos_S6
          └─ T4.2a_Llanos_S10
          └─ T4.2a_Llanos_S9
          └─ T4.2_ChV df_S16
          └─ T4.2_Mag-Urab mf_S11
          └─ T4.2b_Sinú Valley df_S12
          └─ T4.2_LLanos_S5
          └─ T4.2_Llanos_S7
          └─ T4.2_Llanos_S8
  └─ T5: Bioma de desiertos y semidesiertos
      └─ T5.2: Desiertos y semidesiertos suculentos o espinosos
          └─ T5.2_Magd Val df_A2
          └─ T5.2_Guaj-Barr xs_A1
          └─ T5.2_Guaj-Barr xs_A3
  └─ T6: Bioma polar/alpino (criogenico)
      └─ T6.5: Pastizales y herbazales de altas montanas tropicales
          └─ T6.5_N And par_N
          └─ T6.5_N And par_S13
          └─ T6.5_N And par_S14
          └─ T6.5_N And par_S15
          └─ T6.5_SM Paramo_N
          └─ T6.5_SM Paramo_S14
F: Agua dulce
  └─ F1: Bioma de rios y arroyos
      └─ F1.1: Rios permanentes de tierras altas
          └─ F1.1_Indef_Agua
          └─ F1.1_Cauca V mf_Agua
          └─ F1.1_Mag-Urab mf_Agua
          └─ F1.1_Magd Val mf_Agua
          └─ F1.1_NW And mf_Agua
          └─ F1.1_Catatum mf_Agua
      └─ F1.2: Rios permanentes de tierras bajas
          └─ F1.2_Indef_Agua
          └─ F1.2a_Indef_Agua
  └─ F2: Bioma de lagos
      └─ F2.1: Grandes lagos de agua dulce permanentes
          └─ F2.1_Indef_Agua
      └─ F2.2: Pequenos lagos de agua dulce permanentes
          └─ F2.2_Indef_Agua
      └─ F2.3: Lagos de agua dulce estacionales
          └─ F2.3_Indef_Agua
  └─ F3: Bioma de humedales artificiales
      └─ F3.1: Grandes embalses
          └─ F3.1_Indef_Agua
FM: Agua dulce-Marina
  └─ FM1: Bioma de aguas de transicion semiconfinadas
      └─ FM1.2: Estuarios fluviales y bahias permanentemente conectados
          └─ FM1.2_Indef_Agua
MFT: Marina-Agua dulce-Terrestre
  └─ MFT1: Bioma de mareas salobres
      └─ MFT1.1: Deltas fluviales costeros
          └─ MFT1.1_ChoDar_mf_B32
          └─ MFT1.1_WEcua  mf_B32
          └─ MFT1.1_ChoDar_mf_B31
      └─ MFT1.2: Bosques y matorrales intermareales
          └─ MFT1.2_SAmPacif mg_B35
          └─ MFT1.2_AmOriSCar_mg_B36
TF: Terrestre-Agua dulce
  └─ TF1: Bioma de humedales palustres
      └─ TF1.1: Bosques tropicales inundados y bosques de turba
          └─ TF1.1_Am-Ori alvf_B27
          └─ TF1.1_Am-Ori alvf_B28
          └─ TF1.1_Am-Ori alvf_B29
          └─ TF1.1_Am-Ori alvf_B30
          └─ TF1.1_And alvf_B24
          └─ TF1.1_And alvf_B25
          └─ TF1.1_And alvf_B33
          └─ TF1.1_AndPac  alvf_B26
          └─ TF1.1_AndPac  alvf_B24
      └─ TF1.3: Pantanos permanentes
          └─ TF1.3_EastCR mf_P1
          └─ TF1.3_Magd Val mf_P1
          └─ TF1.3_NW And mf_P1
      └─ TF1.4: Cienagas estacionales de llanuras de inundacion
          └─ TF1.4_ChoDar_mf_P4
          └─ TF1.4_Sin-Mag w_P2
          └─ TF1.4_Sin-Mag w_P3
      └─ TF1.5: Llanuras de inundacion aridas episodicas
          └─ TF1.5_Magd Val df_B34
          └─ TF1.5_Sinú Valley df_B34
          └─ TF1.5_Guaj-Barr xs_B34

Count the number of ecosystem types (functionalgroups)

print(f'Number of ecosystem types (functional groups): {len(typology_es.get_groups())}')

Number of ecosystem types (functional groups): 109

Count the number of biomes

print(f'Number of biomes: {len(typology_es.get_biomes())}')

Number of biomes: 25

Count the number of realms

print(f'Number of realms: {len(typology_es.realms)}')

Number of realms: 10

Display the data in a nice table.

typology_es

Glob_Typol	COD	ECO_NAME
REALM: Terrestre (T)
Bioma de bosques tropicales y subtropicales (T1)
Bosques lluviosos tropicales y subtropicales de tierras bajas (T1.1)
T1.1_Apure_Vill f_B1b	B1b	Apure-Villavicencio dry forests
T1.1_Caq mf_B1a	B1a	Caqueta moist forests
T1.1_Caq mf_B2a1	B2a1	Caqueta moist forests
T1.1_Caq mf_B3a1	B3a1	Caqueta moist forests
T1.1_GuaiPiedm f_B4a	B4a	Guaianan piedmont forestsi
T1.1_GuaiPiedm f_B6	B6	Guaianan piedmont forestsi
T1.1_Jap-So-Ne mf_B4b	B4b	Japurá-Solimões-Negro moist forests
T1.1_Jap-So-Ne mf_B4c	B4c	Japurá-Solimões-Negro moist forests
T1.1_Jap-So-Ne mf_B4d	B4d	Japurá-Solimões-Negro moist forests
T1.1_Llanos_B5	B5	Llanos
T1.1_SolJapura mf_B1a	B1a	Solimões-Japurá moist forests
T1.1_ChoDar_mf_B2c	B2c	Chocó-Darién moist forests
T1.1_ChoDar_mf_B3c	B3c	Chocó-Darién moist forests
T1.1_Mag-Urab mf_B1c	B1c	Magdalena-Urabá moist forests
T1.1_Mag-Urab mf_B2b	B2b	Magdalena-Urabá moist forests
T1.1_Napo mf_B1a	B1a	Napo moist forests
T1.1_Napo mf_B2a1	B2a1	Napo moist forests
T1.1_Napo mf_B3a1	B3a1	Napo moist forests
T1.1_SolJapura mf_B2a2	B2a2	Solimões-Japurá moist forests
T1.1_WEcua mf_B2c	B2c	Western Ecuador moist forests
T1.1_WEcua mf_B3c	B3c	Western Ecuador moist forests
T1.1_Catatum mf_B1d	B1d	Catatumbo moist forests
T1.1_Catatum mf_B2d	B2d	Catatumbo moist forests
T1.1_ChoDar_mf_B7	B7	Chocó-Darién moist forests
T1.1_Mag-Urab mf_B8	B8	Magdalena-Urabá moist forests
T1.1_Mag-Urab mf_B9	B9	Magdalena-Urabá moist forests
T1.1_SolJapura mf_B3a2	B3a2	Solimões-Japurá moist forests
Bosques y matorrales secos tropicales/subtropicales (T1.2)
T1.2_Cauca Val df_B12	B12	Cauca Valley dry forests
T1.2_Cauca Val df_B10	B10	Cauca Valley dry forests
T1.2_Cauca Val df_B11	B11	Cauca Valley dry forests
T1.2_Cauca Val df_B23	B23	Cauca Valley dry forests
T1.2_ChV df_B23	B23	Chicamocha Valley dry forests
T1.2_CordOri mf_B23	B23	Cordillera Oriental montane forests
T1.2_Magd Val df_B12	B12	Magdalena Valley dry forests
T1.2_Magd Val df_B10	B10	Magdalena Valley dry forests
T1.2_Magd Val df_B11	B11	Magdalena Valley dry forests
T1.2_Magd Val df_B23	B23	Magdalena Valley dry forests
T1.2_Pat Dag df_A5	A5	Patìa-Dagua dry forests
T1.2_Pat Dag df_B12	B12	Patìa-Dagua dry forests
T1.2_Pat Dag df_B10	B10	Patìa-Dagua dry forests
T1.2_Pat Dag df_B11	B11	Patìa-Dagua dry forests
T1.2_Pat Dag df_B23	B23	Patìa-Dagua dry forests
T1.2_Sinú Valley df_B12	B12	Sinú Valley dry forests
T1.2a_Magd Val mf_A6	A6	Magdalena Valley montane forests
T1.2_CatOcañ df_B12	B12	Catatumbo Ocaña dry forests
T1.2_CatOcañ df_B10	B10	Catatumbo Ocaña dry forests
T1.2_CatOcañ df_B23	B23	Catatumbo Ocaña dry forests
T1.2_ChV df_A5	A5	Chicamocha Valley dry forests
T1.2_Sinú Valley df_B10	B10	Sinú Valley dry forests
T1.2_Sinú Valley df_B11	B11	Sinú Valley dry forests
T1.2_Sinú Valley df_B23	B23	Sinú Valley dry forests
T1.2_Guaj-Barr xs_B10	B10	Guajira-Barranquilla xeric scrub
T1.2_Guaj-Barr xs_B11	B11	Guajira-Barranquilla xeric scrub
T1.2_Guaj-Barr xs_B12	B12	Guajira-Barranquilla xeric scrub
T1.2_Guaj-Barr xs_B13	B13	Guajira-Barranquilla xeric scrub
Bosques lluviosos montanos tropicales/subtropicales (T1.3)
T1.3_CordOri mf_B19a	B19a	Cordillera Oriental montane forests
T1.3_CordOri mf_B19b	B19b	Cordillera Oriental montane forests
T1.3_CordOri mf_B20a	B20a	Cordillera Oriental montane forests
T1.3_CordOri mf_B20b	B20b	Cordillera Oriental montane forests
T1.3_Cauca V mf_B20a	B20a	Cauca Valley montane forests
T1.3_Cauca V mf_B20b	B20b	Cauca Valley montane forests
T1.3_Cauca V mf_B21a	B21a	Cauca Valley montane forests
T1.3_Cauca V mf_B21b	B21b	Cauca Valley montane forests
T1.3_Cauca V mf_B21d	B21d	Cauca Valley montane forests
T1.3_CordOri mf_B21a	B21a	Cordillera Oriental montane forests
T1.3_CordOri mf_B21b	B21b	Cordillera Oriental montane forests
T1.3_CordOri mf_B21c	B21c	Cordillera Oriental montane forests
T1.3_CordOri mf_B21d	B21d	Cordillera Oriental montane forests
T1.3_EastCR mf_B19a	B19a	Eastern Cordillera Real montane forests
T1.3_EastCR mf_B20a	B20a	Eastern Cordillera Real montane forests
T1.3_EastCR mf_B21a	B21a	Eastern Cordillera Real montane forests
T1.3_EastCR mf_B21b	B21b	Eastern Cordillera Real montane forests
T1.3_EastCR mf_B22	B22	Eastern Cordillera Real montane forests
T1.3_Macarena mf_B17	B17	Macarena montane forests
T1.3_Macarena mf_B18	B18	Macarena montane forests
T1.3_Macarena mf_B16	B16	Macarena montane forests
T1.3_Magd Val mf_B19b	B19b	Magdalena Valley montane forests
T1.3_Magd Val mf_B20a	B20a	Magdalena Valley montane forests
T1.3_Magd Val mf_B20b	B20b	Magdalena Valley montane forests
T1.3_Magd Val mf_B21a	B21a	Magdalena Valley montane forests
T1.3_Magd Val mf_B21b	B21b	Magdalena Valley montane forests
T1.3_Magd Val mf_B21c	B21c	Magdalena Valley montane forests
T1.3_Magd Val mf_B22	B22	Magdalena Valley montane forests
T1.3_Magd Val mf_B21d	B21d	Magdalena Valley montane forests
T1.3_NW And mf_B19a	B19a	Northwest Andean montane forests
T1.3_NW And mf_B19b	B19b	Northwest Andean montane forests
T1.3_NW And mf_B20a	B20a	Northwest Andean montane forests
T1.3_NW And mf_B20b	B20b	Northwest Andean montane forests
T1.3_NW And mf_B21a	B21a	Northwest Andean montane forests
T1.3_NW And mf_B21b	B21b	Northwest Andean montane forests
T1.3_NW And mf_B21c	B21c	Northwest Andean montane forests
T1.3_Catatum mf_B19b	B19b	Catatumbo moist forests
T1.3_Catatum mf_B20b	B20b	Catatumbo moist forests
T1.3_Cauca V mf_B19a	B19a	Cauca Valley montane forests
T1.3_Magd Val mf_B19a	B19a	Magdalena Valley montane forests
T1.3_NW And mf_B21d	B21d	Northwest Andean montane forests
T1.3_S Mart mf_B19b	B19b	Santa Marta montane forests
T1.3_S Mart mf_B20b	B20b	Santa Marta montane forests
T1.3_S Mart mf_B21b	B21b	Santa Marta montane forests
Bosques tropicales esclerofilos sobre arenas blancas (T1.4)
T1.4_Jap-So-Ne mf_B14	B14	Japurá-Solimões-Negro moist forests
T1.4_Neg Branc mf_B15	B15	Negro-Branco moist forests
T1.4a_Negro camp_S1	S1	Rio Negro Campinas
Bioma de arbustales y matorrales (T3)
Matorrales tropicales estacionalmente secos (T3.1)
T3.1_Pantepui_A4	A4	Pantepui
T3.1_Pantepui_S2	S2	Pantepui
Bioma de sabanas y pastizales (T4)
Sabanas de pastos piricos (T4.2)
T4.2_Llanos_S3	S3	Llanos
T4.2_Llanos_S4	S4	Llanos
T4.2_Llanos_S5	S5	Llanos
T4.2_Llanos_S6	S6	Llanos
T4.2a_Llanos_S10	S10	Llanos
T4.2a_Llanos_S9	S9	Llanos
T4.2_ChV df_S16	S16	Chicamocha Valley dry forests
T4.2_Mag-Urab mf_S11	S11	Magdalena-Urabá moist forests
T4.2b_Sinú Valley df_S12	S12	Sinú Valley dry forests
T4.2_LLanos_S5	S5	Llanos
T4.2_Llanos_S7	S7	Llanos
T4.2_Llanos_S8	S8	Llanos
Bioma de desiertos y semidesiertos (T5)
Desiertos y semidesiertos suculentos o espinosos (T5.2)
T5.2_Magd Val df_A2	A2	Magdalena Valley dry forests
T5.2_Guaj-Barr xs_A1	A1	Guajira-Barranquilla xeric scrub
T5.2_Guaj-Barr xs_A3	A3	Guajira-Barranquilla xeric scrub
Bioma polar/alpino (criogenico) (T6)
Pastizales y herbazales de altas montanas tropicales (T6.5)
T6.5_N And par_N	N	Northern Andean Paramo
T6.5_N And par_S13	S13	Northern Andean Paramo
T6.5_N And par_S14	S14	Northern Andean Paramo
T6.5_N And par_S15	S15	Northern Andean Paramo
T6.5_SM Paramo_N	N	Santa Marta Paramo
T6.5_SM Paramo_S14	S14	Santa Marta Paramo
REALM: Agua dulce (F)
Bioma de rios y arroyos (F1)
Rios permanentes de tierras altas (F1.1)
F1.1_Indef_Agua	Agua	INDEF
F1.1_Cauca V mf_Agua	Agua	Cauca Valley montane forests
F1.1_Mag-Urab mf_Agua	Agua	Magdalena-Urabá moist forests
F1.1_Magd Val mf_Agua	Agua	Magdalena Valley montane forests
F1.1_NW And mf_Agua	Agua	Northwest Andean montane forests
F1.1_Catatum mf_Agua	Agua	Catatumbo moist forests
Rios permanentes de tierras bajas (F1.2)
F1.2_Indef_Agua	Agua	INDEF
F1.2a_Indef_Agua	Agua	INDEF
Bioma de lagos (F2)
Grandes lagos de agua dulce permanentes (F2.1)
F2.1_Indef_Agua	Agua	INDEF
Pequenos lagos de agua dulce permanentes (F2.2)
F2.2_Indef_Agua	Agua	INDEF
Lagos de agua dulce estacionales (F2.3)
F2.3_Indef_Agua	Agua	INDEF
Bioma de humedales artificiales (F3)
Grandes embalses (F3.1)
F3.1_Indef_Agua	Agua	INDEF
REALM: Agua dulce-Marina (FM)
Bioma de aguas de transicion semiconfinadas (FM1)
Estuarios fluviales y bahias permanentemente conectados (FM1.2)
FM1.2_Indef_Agua	Agua	INDEF
REALM: Marina-Agua dulce-Terrestre (MFT)
Bioma de mareas salobres (MFT1)
Deltas fluviales costeros (MFT1.1)
MFT1.1_ChoDar_mf_B32	B32	Chocó-Darién moist forests
MFT1.1_WEcua mf_B32	B32	Western Ecuador moist forests
MFT1.1_ChoDar_mf_B31	B31	Chocó-Darién moist forests
Bosques y matorrales intermareales (MFT1.2)
MFT1.2_SAmPacif mg_B35	B35	South American Pacific mangroves
MFT1.2_AmOriSCar_mg_B36	B36	Amazon-Orinoco-Southern Caribbean mangroves
REALM: Terrestre-Agua dulce (TF)
Bioma de humedales palustres (TF1)
Bosques tropicales inundados y bosques de turba (TF1.1)
TF1.1_Am-Ori alvf_B27	B27	Amazon-Orinoco Alluvial forests
TF1.1_Am-Ori alvf_B28	B28	Amazon-Orinoco Alluvial forests
TF1.1_Am-Ori alvf_B29	B29	Amazon-Orinoco Alluvial forests
TF1.1_Am-Ori alvf_B30	B30	Amazon-Orinoco Alluvial forests
TF1.1_And alvf_B24	B24	Andean Alluvial forests
TF1.1_And alvf_B25	B25	Andean Alluvial forests
TF1.1_And alvf_B33	B33	Andean Alluvial forests
TF1.1_AndPac alvf_B26	B26	Andean Pacific Alluvial forests
TF1.1_AndPac alvf_B24	B24	Andean Pacific Alluvial forests
Pantanos permanentes (TF1.3)
TF1.3_EastCR mf_P1	P1	Eastern Cordillera Real montane forests
TF1.3_Magd Val mf_P1	P1	Magdalena Valley montane forests
TF1.3_NW And mf_P1	P1	Northwest Andean montane forests
Cienagas estacionales de llanuras de inundacion (TF1.4)
TF1.4_ChoDar_mf_P4	P4	Chocó-Darién moist forests
TF1.4_Sin-Mag w_P2	P2	Sinu-Magdalena wetlands
TF1.4_Sin-Mag w_P3	P3	Sinu-Magdalena wetlands
Llanuras de inundacion aridas episodicas (TF1.5)
TF1.5_Magd Val df_B34	B34	Magdalena Valley dry forests
TF1.5_Sinú Valley df_B34	B34	Sinú Valley dry forests
TF1.5_Guaj-Barr xs_B34	B34	Guajira-Barranquilla xeric scrub

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