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Land Cover/Land Use Change Research Activities in Mongolia R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National Remote Sensing Center of Mongolia “Monitoring Land cover, land use and fire in agricultural and semi- arid regions of Northern Eurasia” 15-22 September, 2009 Almaty, Kazakhstan

Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

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Page 1: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Land Cover/Land Use Change Research Activities in Mongolia

R. Tsolmon*, M. Erdenetuya**

*NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia

**National Remote Sensing Center of Mongolia

“Monitoring Land cover, land use and fire in agricultural

and semi- arid regions of Northern Eurasia” 15-22 September, 2009 Almaty, Kazakhstan

Page 2: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

GEOGRAPHIC LOCATION: 41o35'N - 50o09'N and 87o44'E - 119o56'E

TOPOGRAPHY: Mountain taiga, wide steppe & gobiTERRITORY: 1,565,000 square kilometersPOPULATION: 2.8 million CAPITAL: Ulaanbaatar (over 1mln people)ECONOMIC BRANCH: Livestock farming & miningCLIMATE: Severe continentalNATURAL DISASTERS: Vulnerable

THE COUNTRY OF MONGOLIA

Page 3: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Mongolia is the only one of the ancient nomad states to retain the tenets of its original nomadic civilization, including the classic migration of livestock and closeness to nature.

Nomads civilization

Page 4: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Steppe region

High mountain

High mountain zone

Mountain forest steppe zone

Desert steppe zone

Taiga

Page 5: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Remote Sensing /GISLaboratory National

University ofMongolia

NRSC

PASTURE LAND DEGRADATION

SEVERE WINTER CONDITION (ZUD)

GLACIER

AIR POLLUTION

FORESTRY AND FOREST STEPPE FIRE

DROUGHT

DESERTIFICATION

NUM-ITC-UNESCO Remote Sensing Laboratory

National Remote Sensing Center of Mongolia

Land Cover/Use Change

Deforestation

Page 6: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Land degradation has been identified as one thepriority concerns. Causes of land degradation can bedivided into two categories natural and human inducedNatural cause: - Climate changes

- Dust and sand storms

Human induced: - Mining- Pasture Degradation/Overgrazing/

Contribution to Land Degradation

Page 7: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

NOAA 1km

Land cover change

Average NDVI

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

1 2 3 4 5 6 7 8 9 10 11 12

Months

NDVI

1992

2002

Page 8: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

0

100000

200000

300000

400000

500000

600000

Area (sq.km)

w aterbody

desert drysteppe

forestedarea

land cover classes

Landcover change between years 1992 and 2002

19922002

Land classes 1992 2002Change (%)

water body 17470 11131 -36

sand, barren land 52593 76700 46

desert 522938 525259 0

desert steppe 155126 253936 64

dry steppe 334360 240397 -28

grassland, steppe 251261 250672 0

forested area 223904 205534 -8

permanent snow, ice 296 204 -31

Total (sq.km) 1557948

LAND DEGRADATION

Page 9: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Land covers classification, MODIS/NDVI, 2006

April – October 10 daily NDVISeasonal

Page 10: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Class name Area (sq.km)1 Water body 13069.962 Barren or Sparsely Vegetated 149761.953 Desert grassland 396903.854 Dry grassland 438067.815 Open Shrubland/grassland 109186.026 Grassland 277341.907 Needle leaf forest (larch, pine) 99657.698 Needle leaf, broadleaf mixed forest 45837.429 Deciduous, evergreen mixed forest 3451.76

10 Evergreen needle leaf forest 3230.4611 Snow and ice 1377.6112 High mountain rock, tundra 3482.1213 Meadow with trees 12115.4014 Cropland mixed with natural vegetation 4318.8815 Urban and Built-Up 310.54

Total 1558113.4

Land covers types and area

Page 11: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Natural zones:_ Taiga region_ Mountain region_ Forested steppe

region_ Steppe region_ Semi desert

region_ Desert region

NOAA-16 NDVI, April-October 1982–2008.

Page 12: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Desert region

1982-1990

Desert region changes for 3 decades

1991-1999

1999-2000

416200

416250

416300

416350

416400

416450

416500

416550

1982-1989 1990-1999 2000-2008К

м 2 Desert region

Цөл

Page 13: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Semi desert region

1982-1990

1991-1999

2000-2008

0

50000

100000

150000

200000

250000

300000

350000

400000

1982-1989 1990-1999 2000-2008K

m2 Цөлийн хээр

Цөлийн хээрийн өмнөд

Цөлйин хээрийн хойд

Page 14: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Steppe region

1982-1990

1991-1999

2000-2008

Page 15: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

NOAA/NDVI dynamics, August 1982-2008

Page 16: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Many lakes have been disappeared

Page 17: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Drought index maps, 2000-2003

198819902000 2001

2002 2003

Non drought

Slight drought

Severe drought

Legends

Lake 1982

Page 18: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Dust and Sand Storm in Northeast Asia

Dust from the large expanse of desert across northern China and Mongolia has been subject to much greater study is eastward, out towards the Pacific Ocean.

Page 19: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

APPROACHBand _ difference = ch4-ch5

by AVHRR/NOAA (1)

Band _ difference =ch32-ch31 by MODIS/TERRA (2)

Where: Ch4:AVHRR-4 (10.3μm~11.3μm); Ch5:AVHRR-5 (11.5μm~12.5μm);

Ch31:MODIS-31 (10.780μm~11.280μm)Ch32:MODIS-32 (11.770μm~12.270μm)

Dust and Sand Storm

Each year from March to May, it is observed that the dust and s

and storm, which occurred in the Gobi desert of Mongolia

Page 20: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

20 aimagWind speed > 16m/s: 217 soum

> 28m/s: 31 soumMaximum Duration: 68 hours

Losses:3 person53000 livestock

2.1 billion tugrigs

Dust and Sand Storm Dust and Sand storm studies using MODIS/TERRA emissive bands

Page 21: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Band diffrence

Pre-processingSatellite data

Overlaying layers

Meteorological data into

GIS

Dust storm images

Visual Interpretation

Dust and Sand Storm

a) March.6, 2006 by AVHRR/NOAA b) March.6, 2006 by MODIS/TERRA

c)March.9, 2006 by AVHRR/NOAA d )March.9, 2006 by MODIS/TERRA

Page 22: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Snow/Dzud

Page 23: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

1535.6 ha

127.38 ha

1390.11 (ha) LAND COVER MAP byMODIS Terra

Page 24: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

1990-09-07 2002-07-141992-06-25

Glacier changes in Western mountain

Landsat data

GLACIER

Page 25: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

MountainsArea, ha

Changes, %1990 2002

1 Tsambagarav 112.0 88.1 -21.3

2 Kharkhiraa 70.6 38.5 -45.53 Turgen 93.8 41.6 -55.64 Sutai 24.3 16.2 -33.35 Sair 14.2 8.1 -43.0

6 Munkhkhairkhan

51.2 29.8 41.8

Total 366.1 222.3 - 39.3

Classification results of Glaciers

Page 26: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Glacier thickness

ALOS/PALSAR data

Page 27: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Between 1990 and 2007 60,000 ha of forest have been lost;

Causes

-Incorrect policies

-infrastructure support for sustainable logging regimes

-Increasing domestic demand for fuel wood and timber

- Recent rapid deforestation is primarily due to fire, improper

commercial and illegal logging inadequate enforcement of forest

rules and regulations

- Grazing and browsing of young trees by livestock, and insect infestations

Deforestation

Page 28: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

0 tonnes/ha

70 tonnes/ha

140 tonnes/ha

210 tonnes/ha

280 tonnes/ha

350tonnes/ha

2003 2004

Change forest biomass of the study area between years 2000 -2004 N52o, E98o

N48o, E102o 2005

2006 2007

Page 29: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

∑=

=+=n

jijiji miexar

1,...,2,1

0 ,11

≥=∑=

ij

n

jj xx

nm =

m spectral channel number

n component number

ir

ija

jx

ie

Measured satellite sensor response for a pixel in spectral band iSpectral response of mixture component,j,for spectral band iProportion of mixture component, j ,for a pixel

The error term for spectral band i

Technique to apply linear mixture models

component 3

component 1

1 pixel

component 2

Outline of Methodology

Page 30: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

20%

40%

60%

80%

100%

0%

1985 1990

1995 2005

2000

Page 31: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Onggi river basin

The lenght is 437km, site is 175 square km

The Ongi river starts from Khangai Range then acrossed 3 kinds of areas which are Mountain & Wooded area, steering plain area, gobi desert area.

Geographical location:47°10'N - 44°00'N

101°20'E - 105°00'E

Mining

Page 32: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Approximally 60 thousand people and over one million livestock who one living around Ongi river one getting defective of drink

water and pasture because of Ongi river and Ulaan lake’s evaporation.

During Mongolia’s transition to a free market, socio-economic

factors such as poverty and profit-seeking mining exploitation of the

environment have contributed to its deterioration, and consequently,

the loss in regional biodiversity, land degradation and vulnerability.

Page 33: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Landsat, August 1989 Landsat, August 2003Mining

0

5

1015

20

25

30

1990 1992 1994 1996 1998 2000 2002

thou

sand

Gold, kg Silver, tons Coal, ton

Page 34: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

LandsatTM Landsat ETM

TM 1991 ETM 2000

Onggi river&Ulaan lake, Landsat Image

Page 35: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Methodology

)1(* LLREDNIR

REDNIRSAVI +++

−=

( ) ( ) 2/812122 2

−−+−+= REDNIRNIRNIRMSAVI

Huete (1998)

Modified soil-adjusted vegetation

index (MSAVI2)

Change analysis

Page 36: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

NDVI Change analysis

Page 37: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

The Con, or conditional, function of Map Algebra functions fromESRI was employed in the analysis of socioeconomic factors.

•Con(<condition>, <true_expression>, {false_expression})

<condition> is a conditional expression that is evaluated for each

cell in the participating raster datasets (ESRI, 2008) and results in a value for either the <true_expression> or the {false_expression}

GIS analysis

con ( [goat] > 20000, con ([MSAVI2] < 0.35, 1, 0) ,0)

con ( [population] > 6500, con ([mining activities] > 1, 2, 0) ,0)

con ( [temperature > 16, con ([precipitation] < 10, 3, 0) ,0)

Page 38: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

0 6

Land degradation map

MSAVI

temperature

precipitation

population

Mining activities

goat

GIS analysis

Page 39: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Degradation map using socio-economic factors over years 1998-2007

Page 40: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Ulaanbatar city 1990 Ulaanbatar city 2005Ger area 1990

Ger area 2005

Air pollution in Ulaanbaatar city

Page 41: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National
Page 42: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Limited research projects that focus on monitoring theenvironmental impacts of mining on land degradation andwater contamination issues, and how these impacts arelinked to human health.

There is a need to undertake analyses of biodiversity, land degradation, land use and vulnerability in Mongolia as an important factor of sustainable development.

Necessary of modeling of socio-economic factors and land Cover/use change using Remote Sensing/GIS

Mongolia needs regional cooperation with NERIN, NEESPI MAIRS

Results and discussion

Page 43: Land Cover/Land Use Change Research Activities in Mongolia · R. Tsolmon*, M. Erdenetuya** *NUM –ITC –UNESCO Remote Sensing/GIS Laboratory National University of Mongolia **National

Thank you