CAMBODIA
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CONTENTS


Executive Summary  
Preface  
Abbreviations  
I. Introduction  
1.1 General  
1.2 Cambodia: Study Area  
1.2.1 Location and Physical Characteristics  
1.2.2 Present Land Cover  
II. Results  
2.1 Land Cover Assessment  
2.1.1 NDVI/Thermal Temporal Analysis  
2.1.2 Spectral Characterization and Land Cover Mapping  
2.1.3 Forest Fire Assessment and Monitoring  
2.1.4 Agriculture and Population  
2.1.5 Conservation Area Assessment  
2.2 Accuracy Assessment  
2.3 Land Cover Monitoring: 1985-1986 and 1992-1993  
III. Conclusions  
References  
Appendix    

EXECUTIVE SUMMARY

  As emphasized in Agenda 21, Chapter 40 of the United Nations Conference on Environment and Development dated 14 June 1992, in a broad sense everyone is a user and provider of information in pursuing sustainable development. While considerable data already exist, more and different types of data need to be collected at the local, provincial, national and international level, indicating the status and trends of the planet's ecosystem, natural resources, pollution and socio-economic variables. The availability, quality, coherence, standardization and accessibility of data between the developed and the developing world have been increasing, improving the capacities of countries to make informed decisions concerning environment and development. UNEP's EAP-AP programs are taking a proactive role in improving the environmental capacities of countries in the Asia Pacific region.

This project is directed in providing information about land cover at a regional scale for selected countries in the Asian region. The investigation of the NOAA AVHRR satellite data is directed towards the detection and monitoring of ecologically important vegetation types. This similar activity also highlights the areas where there is a major change of land cover (i.e. "hot spots"), both in temporal and spatial aspects.

The NOAA AVHRR data was found very useful for assessment and monitoring of land cover transformation at a macro scale. The harmonization of land cover categories was adopted in the interpretation of satellite data towards a more comprehensive regional resource assessment and information aggregation, an important decision input for the regional and national context. On a much wider scale, this kind of information could also be useful for global research and modelling, macro-economic studies, and assessment of the earth's state of environment. Major land cover types were enumerated as evergreen forest, deciduous forest, mangrove forest, scrubland, agricultural area, and water bodies. Site specific land categories like marshlands along the Mekong Delta in Vietnam and variations among agricultural practices in Bangladesh were separately noted.

As shifting cultivation continues to play a dominant role in forest type conversion, the typical transformation from one type of vegetation to another is apparent, especially for the increasing proportion of open woodlands and dry deciduous group from the original evergreen or semi-evergreen type. Yet, the expansion of originally recognized scrubland that denotes mostly the presence of crop cultivation is the main feature of land degradation. Such landscape modifications as discerned in the time series analysis of AVHRR data subsequently lead to increased attention for a deeper investigation of the area. The use of high resolution satellite data supplemented by field information are of vital importance. This will serve as an early warning system towards preventive measures in areas exhibiting major land transformation or active deforestation. The availability of other thematic data such as elevation, climate and soil type was also realized in trying to assist in understanding the various interacting factors that affect land cover dynamics and clarify limitations realize the error associated with the coarse spatial resolution data.

Up to date information on land cover variables and their nature of transformation offer a valuable guide in formulating appropriate policies and effective implementation of programs for several facets of resource management. The methodological guidelines and the country results generated under this study will dispense a worthwhile source of information in any future related-applications particularly in the Asian region. The availability of the AVHRR data in the South and Southeast Asian region was also evaluated to assess their applicability for similar or related efforts in the future. Moreover, a need for systematic data archiving policy that requires strengthening of the capabilities of a number of receiving stations in the Asian region has been noted. Likewise, a compatible software to handle myriads of information about the complex ecosystem of the region is required to enhance data availability and accessibility.

Finally, information and expertise dissemination through training are found essential in enhancing the sub-regional and national capability in perpetuating this valuable means of resource assessment and monitoring.


PREFACE

  In line with UNEP's new "management by results" policy, the restructured Environment Assessment Programme (EAP) began to focus more on identifying the needs and capabilities of its users. One of its major components is intended to produce overviews of status and trends, assessment of interactions of international environment and development processes to support informed policy making at the international level. This involves development of assessment methodologies, models and appropriate tools to produce global, regional and sectoral assessment reports, early warnings, and contributing efforts to agreed targets for sustainability.

In parallel, the development of this Land Cover Assessment and Monitoring project serves as the actualization of the above concept. This project primarily aims to determine the present status of land cover types and the nature of the land cover transformation for selected target countries in the Asian region at the scale of 1:1 million on a regular basis, a vital information for the regional monitoring of the land cover dynamics. It also provides an opportunity to identify areas of major land cover transformation ("hot spots") which will serve as an early warning system that will allow for a more detailed analysis, and a sound link of information in order to derive criteria for any future action plan governed by this valuable knowledge on land cover variables.

Major land cover resources of Bangladesh, Cambodia, Lao P.D.R., Myanmar, Nepal, and Vietnam have been investigated under two time frames (i.e. 1985-1986 and 1992-1993). The recognition of the potential and usefulness of the remotely sensed data, particularly NOAA AVHRR in assessing and monitoring the land cover dynamics, in conjunction with ancillary data within a GIS structure have been fully underscored.

The basic principles, methodological background and overall summary behind this activity can be found in Volume 1-A while each country's result appear in separate volumes (Vol. 2-A: Bangladesh, Vol. 3-A: Cambodia, Vol. 4-A: Lao P.D.R., Vol. 5-A: Myanmar, Vol. 6-A: Nepal, Vol. 7-A: Vietnam). Specific observations and conclusions have been presented on a country basis.

Follow-up activities such as repeating the same exercise for the selected Asian countries in order to arrive at more comprehensive land cover resource monitoring has been scheduled for the activities set for 1995. Sri Lanka and Pakistan were added for a wider scope of assessment in the Asian region. Experts from China, India and Iran will be invited to help and be trained in tackling major activities under this project as scheduled for 1995. They are expected to perform the same exercise for their respective country/region starting 1996 and later be part of the overall regional compilation of information. Methodological guidelines are expected to be documented for future information dissemination such as training among the target countries.

Pre-processing of the raw NOAA AVHRR data has been carried out by writing in-house programs. The possibilities of using the programs developed by EROS Data Center in US is being explored for harmonized and standard pre-processing opportunities.

In order to come up with more standard and harmonized land cover classification system for the region in the succeeding years, efforts will be placed to incorporate the general level land cover classification system recently agreed upon by the IGBP-DIS group. Cooperation and collaboration established with Land Cover Working Group of Asian Association of Remote Sensing (LCWG/AARS) and FAO regional office in Bangkok will definitely be an advantage in this regard.

Our heartful thanks to the UNEP EAP-AP staff who have put in many hours of dedicated effort into the overall analysis of this project, Messrs. Chandra Giri, Rey Ofren, and V. Sritharan with the valuable guidance extended by Dr. Pierre Defourny. The contribution of Mr. Kumar Kotta (ICIMOD/MENRIS-Kathmandu) is deeply appreciated for the Nepal case study.

This study has been completed in consultation and collaboration with various national and international agencies. The Land Use Mapping Office and IUCN Office in Cambodia, the Lao P.D.R. National Office Forest Inventory and Planning, the Ministry of Science, Technology and Environment's Organization of Laos, the Department of Forestry and SPARSSO of Bangladesh, the Ministry of Forestry of Myanmar, and the Forest Inventory and Planning Institute of Vietnam have provided the much needed field information and relevant secondary data. The collaboration conveyed by the Mekong Secretariat throughout the execution of this project is highly regarded. Numerous other agencies and data sources such as the DCW (Digital Chart of the World) also contributed in building the geographical database for the countries in this study. Most recently a Memorandum of Understandng has been signed with Land Cover Working Group of Asian Association of Remote Sensing (LCWG/AARS) regarding the exchange of data, outputs and experinace.
 
 
 
 

Surendra Shrestha

Regional Coordinator

UNEP Environment Assessment Programme - Asia Pacific

December 1994



ABBREVIATIONS


 
 
 
AVHRR Advanced Very High Resolution Radiometer (of NOAA)
FAO Food and Agriculture Organization of the United Nations
FCC False Color Composite
GIS Geographic Information Systems
GRID Global Resource Information Database
ha. Hectare
HRPT High Resolution Picture Transmission
IUCN International Union for the Conservation of Nature and Natural Resources
LANDSAT U.S. Earth Resource Satellite
LANDSAT TM LANDSAT Thematic Mapper
LAO P.D.R. Lao People's Democratic Republic
NDVI Normalized Difference Vegetation Index
NOAA National Oceanographic Atmospheric Administration
NOAA/NESDIS NOAA/National Environmental Satellite, Data and Information Service
NRCT National Research Council of Thailand
NRSA National Remote Sensing Agency (India)
LAC Local Area Coverage
SMC/SMA State Meteorological Administration/Satellite Meteorology Center (People's Republic of China)
SPOT Systeme Pour l'Observation de la Terre (French Earth Resource Satellite)
Sqkm Square kilometer
UNCED United Nations Conference on Environment and Development
UNDP United Nations Development Programme
UNEP United Nations Environmental Programme