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Harnessing soil, terrain and hydrological conditions in a geographic information system

THE NEED FOR NATURAL RESOURCES INFORMATION

International and national agricultural research and policy-making entities concerned with environmental management and environmental changes, have repeatedly expressed the need for baseline information on natural resources (see Box 1).

BOX 1

ISNAR 1992. There is a serious lack of information on the most basic issues, on the actual degree of soil erosion and the full extent of groundwater pollution. A comprehensive information system must be developed to document these and other problems, as well as their effects on human population.

WRI, CalTech, 1992: At present research into Earth processes is well-funded, but efforts to collect baseline data on the conditions of global resources, or to analyse, monitor or report on changes in those conditions, are few and impoverished.

Sombroek, 1992: The many international initiatives on the modelling of the effects of an environmental change in combination with population growths in the developing countries are in dire need of sound, ground-truthed and up-to-date spatial databases on agroclimatic conditions; on basic landform-soil relationships; water resources and agrohydrology; on present day land cover and land use; on status and hazard of land degradation.

UNEP, 1992a: The world's environmental database is incomplete and of variable quality.

UN, 1993: There is a growing concern that at a time when more precise and reliable information is needed about water resources, hydrological services and related bodies are less able than before to provide this information, especially information on groundwater and water quality.

IGBP, 1992: To extend the results of soil research at specific sites or networks through global interpretation and modelling, better georeferenced soils databases are needed. Such databases should include information not only on soils but also on terrain and land use.

The intense and increasing pressure on soil and water resources, leading to degradation and pollution of those resources, calls for an integrated approach that strengthens the awareness of users of the resources on the dangers of inappropriate management, and at the same time strengthens the capability of national land resources institutions to deliver reliable, up-to-date information on land resources, in an accessible format to a wide audience. See Box 2.

L.R. Oldeman, International Soil Reference and Information Centre, Wageninge

BOX 2

DGIS. 1990: In order to reverse the vicious circle of poverty and environmental degradation, national institutes have to strengthen their efforts to control and rehabilitate the environment.

FAO. 1990a: Improved management of soil and water resources is a prerequisite for the achievement of sustainable agriculture and rural development; this is only possible if the environmental factors are known and a natural resource base is available. These data are more widely available than is generally realized, but are usually fragmented, of different scales and of varying quality, and are held in different places. With computers becoming more readily available and easy to use, it is now possible for any country to establish its own Geographic Information System (GIS) for the assembly, storage and processing of natural resource data.

Christoffersen. 1992: The post-UNCED emphasis on increasing national capacity building for policy and programming of the environment and sustainable development activities will focus more on relevant information systems.

UNSO/UNDP/UNEP. 1992: The collection and dissemination of environmental data and environmental monitoring is a major priority for effective action, yet is beyond the capability of many countries.

The development of a georeferenced natural resources information system with internationally accepted standards will provide policy makers and resource managers with important and indispensable tools to reverse the current trends of soil degradation in developing and industrialized countries, and to implement a programme for soil conservation and sustainable use of the land. A general outline of such a system is presented in Box 3.

A GEOGRAPHIC INFORMATION SYSTEM FOR SOIL AND TERRAIN CONDITIONS

The World Soils and Terrain Digital Database (SOTER) is a geographically referenced system, capable of providing accurate, useful and timely information on soil and terrain resources. The objective of SOTER is to utilize emerging information technology to produce an internationally accepted, standardized database, containing digitized map unit boundaries in a GIS and their attribute database in a relational database management system (RDBMS). Box 4 summarizes the history of SOTER.

Characteristics of SOTER

SOTER is structured to provide a comprehensive framework for the storage and retrieval of uniform soil and terrain data that can be used for a wide range of applications at different scales. It will contain sufficient data to allow information extraction at a resolution of 1:1 million, both in the form of maps and as tables. SOTER will be compatible with global databases of other environmental resources. The system will be amenable to updating; "old" databases can be saved as files for monitoring purposes. SOTER will be accessible to a broad array of international, national, and regional environmental specialists through the provision of standardized resource maps, interpretative maps and tabular information essential for the development, management and conservation of environmental resources. Finally, the system will be transferable to and useful for national database development at larger scales from 1:1 million to 1:100 000 (Oliveira and Van den Berg, 1991).

BOX 3

The Directorate General for Science, Research and Development, Life Sciences and Technology Development of the European Community (STD3) organized a consultation on: "New Challenges for Soil Research in Developing Countries: A Holistic Approach" (Stoops and Cheverry, 1992). An improved assessment of land resources for the development of a sustained use of the land encompasses the following elements:

Database development: Such a database should contain all available information on
topography, soil attributes, climatic parameters, vegetation, land use, population (both
human and animal population), infrastructure, as well as socio-economic factors such as food
requirement attitudes, skills, costs of input (including labour), market availability, and
stability.
Geographic referencing: Each item of information should be linked to its precise geographic
position, using tools such as Geographic Information Systems (GIS) and remote sensing.
Estimation of biomass: Relevant modelling approaches can be used as a tool to make
assessment of biomass from each land unit to evaluate levels of production at different
levels of input.
Estimation of status and risk of land degradation: These risks of land degradation (e.g. loss
of soils by water and wind erosion; nutrient decline; salinization; acidification; soil, water and
air pollution; soil physical degradation; vegetation degradation) can be assessed for given
land units with specific land use and production systems to evaluate environmental impacts.
Improved access to existing knowledge: This will require the development of a
documentation information system on development oriented research activities such as those
reported in national and international journals

Structure of the SOTER database

Two types of data are present in the SOTER database. The geometric component, indicating the location and topology of SOTER units, is stored in that part of the database that is handled by GIS software. The attribute component, describing the non-mappable SOTER unit characteristics is stored in a separate set of attribute files, handled by RDMS software. The two types of data components are linked by a label, unique for each SOTER unit (see Figure 1).

SOTER mapping approach

The concept of a georeferenced database implies the mapping or delineation of areas. Being an agro-ecological database, the basic approach in mapping is the delineation of areas of land with a distinctive pattern of landform, surface form, slope, parent material and soils. Differentiating criteria have to be developed. These are then applied in a stepwise manner, following a hierarchical structure.

BOX 4

SOTER Development and Implementation Activities since 1985

1985: A provisional working group was established under the auspices of the International Society of Soil Science (ISSS) "to consider the feasibility and desirability of developing a World Soils and Terrain Digital Database (SOTER)" (Sombroek, 1984; ISSS, 1986).

1986: Development of SOTER project proposal and endorsement of SOTER at the International Congress of Soil Science in Hamburg.

1987: UNEP requested the International Soil Reference and Information Centre (ISRIC) to develop a methodology for small scale digital map and database compilation of soil and terrain conditions, and to test the methodology in pilot areas in South and North America.

1988-90: Developing and testing of the SOTER methodology in pilot areas, covering portions of three countries in South America and two countries in North America. Results presented at the International Congress of Soil Science in Kyoto.

1991-92: Refinement of SOTER methodologies; evaluation of SOTER (UNEP, 1992b) and developing of materials for training courses at national level.

1992-93: Publication of Procedures Manual: Global and National Soils and Terrain Digital Databases (SOTER), jointly by FAO, ISRIC, ISSS and UNEP (English and Spanish). (Van Engelen and Wen Tin Tiang, 1993).

Implementation of SOTER activities:

a. at scale 1:5 million for major parts of continental Latin America
b. at scale 1:1 million for Kenya, Uruguay and major parts of Argentina
c. at scale 1:500 000 for Hungary (implementation 1994)
d. at scale 1:100 000 for selected windows in Uruguay and Argentina

At the highest level of differentiation, major land forms are identified and quantified (dominant slope gradient and relief intensity). Areas in a similar landform can be further segregated according to their lithology (or parent material). Differentiating criteria for dividing these terrain units into terrain components are surface form, meso relief, aspects of the parent material.

At this stage the complexity of terrain components does not always allow individual mapping at the 1:1 million reference scale. In such cases, the percentage of occurrence of these nonmappable terrain components in the mapped unit is indicated in the terrain component table, while the attributes of these non-mappable terrain components is stored in the terrain component data tables.

The final step in the differentiation of the terrain is the identification of soil components within the terrain component. Differentiating criteria are based on diagnostic horizons and properties as formulated by FAO (FAO, 1988). As with terrain components, these soil components can be mappable or non-mappable. Most likely these terrain components comprise (at the reference scale of 1:1 M) a number of soil associations or soil complexes. The percentage of occurrence within the mapped unit is indicated in the soil component table, while the attributes are stored in the soil profile and soil horizon data tables. Figure 2 shows a schematic representation of a mapped SOTER unit.

FIGURE 1. SOTER units, their terrain components (tc), attributes, and location

Content of the SOTER database

The attributes of the database are elements that can be quantified, either through visual observations in the field or by measuring in the laboratory. The general approach adopted by SOTER is to screen all existing soil and terrain data in a georeferenced area and to complement the terrain information with remote sensing data where necessary. The various attributes of the terrain, terrain component and soil component tables are listed in Table 1. Each attribute is described in detail in the SOTER Procedures Manual (Van Engelen and Wen Tin Tiang, 1993).

LAND AND WATER LINKAGES IN SOTER

Although SOTER primarily collects soil and terrain conditions in a spatial context, there are direct and indirect linkages between land and water throughout the database. The surface flow of water its course and volume - is related to the landform. Since SOTER describes major landforms by their morphology and not by their genetic origin or by processes responsible for their shape, landform attributes are important characteristics in describing surface hydrology.

FIGURE 2. Schematic representation of a SOTER unit, with terrain, terrain components and soils

The dominant slope is the most important differentiating criterion for the major landforms, followed by relief intensity. Landforms are further described by their regional slope, hypsometry and the degree of dissection. SOTER uses the drainage density as a qualitative measure of the degree of dissection. The drainage density is defined as the total length of drainage channels per unit area of land, expressed as km x km-2. Three classes are defined as illustrated in Figure 3.

SOTER terrain units give information on the percentage of that unit that is largely (i.e. >90%, thus excluding small islands, etc.) permanently (i.e. more than 10 months/year) covered by water. Note that bodies of water large enough to be delineated on the map are not considered part of a SOTER unit.

Terrain components attributes include more detailed information on the surface form. Characteristics to assess water erosion vulnerability are slope gradient (%), dominant length of the slope (m), and form of slope (uniform, concave, convex, irregular). The lithology and the texture of the non-consolidated parent material are important characteristics to assess deep water percolation.

Characteristics of the terrain component in SOTER that are of immediate importance to harness hydrological conditions are the surface drainage; flooding characteristics (frequency, duration and starting date); and the depth of groundwater. The full descriptions of these hydrological attributes are given in Box 5.

For each identified soil component in a SOTER unit, visible signs of (accelerated) erosion are to be indicated according to type (e.g. sheet erosion, fill erosion, gully erosion, tunnel erosion, deposition by water) using FAO definitions (FAO, 1990b), area affected, using GLASOD definitions (ISRIC, 1988), and degree of erosion, using FAO definitions (FAO, 1990b). The sensitivity of the soil to capping, which is to be indicated by the degree in which the soil has a tendency to capping and sealing, (FAO, 1990b) is an important characteristic to assess the infiltration of surface water. Finally, the hydrological conditions of the soil are very much determined by its position within the terrain component.

TABLE 1. Non-spatial attributes of a SOTER unit

TERRAIN

1

SOTER unit _ID

2

year of data collection

3

map_ID

4

minimum elevation

5

maximum elevation

6

slope gradient

7

relief intensity

8

major landform

9

regional slope

10

hypsometry

11

dissection

12

general lithology

13

permanent water surface

TERRAIN COMPONENT

14

SOTER unit_ID

15

terrain component number

16

proportion of SOTER unit

17

terrain component data ID

TERRAIN COMPONENT DATA

18

terrain component data ID

19

dominant slope

20

length of slope

21

form of slope

22

local surface form

23

average height

24

coverage

25

surface lithology

26

texture group non-consolidated parent material

27

depth to bedrock

28

surface drainage

29

depth to groundwater

30

frequency of flooding

31

duration of flooding

32

start of flooding

SOIL COMPONENT

33

SOTER unit_ID

34

terrain component number

35

soil component number

36

proportion of SOTER unit

37

profile ID

38

number of reference profiles

39

position in terrain component

40

surface rockiness

41

surface stoniness

42

types of erosion/deposition

43

area affected

44

degree of erosion

45

sensitivity to capping

46

rootable depth

47

relation with other soil components

PROFILE

48

profile ID

49

profile data base ID

50

latitude

51

longitude

52

elevation

53

sampling date

54

lab ID

55

drainage

56

infiltration rate

57

surface organic matter

58

classification FAO

59

classification version

60

national classification

61

Soil Taxonomy

62

phase

HORIZON (* = mandatory)

63

profile ID*

64

horizon number*

65

diagnostic horizon*

66

diagnostic property*

67

horizon designation

68

lower depth**

69

distinctness of transition

70

moist colour*

71

dry colour

72

grade of structure

73

size of structure elements

74

type of structure*

75

abundance of coarse fragments*

76

size of coarse fragments

77

very coarse sand

78

coarse sand

79

medium sand

80

fine sand

81

very fine sand

82

total sand*

83

silt*

84

clay*

85

particle size class

86

bulk density*

87

moisture content at various tensions

88

hydraulic conductivity

89

infiltration rate

90

pH H2O*

91

pH KCl

92

electrical conductivity

93

exchangeable Ca++

94

exchangeable Mg++

95

exchangeable Na+

96

exchangeable K+

97

exchangeable Al +++

98

exchangeable acidity

99

CEC soil*

100

total carbonate equivalent

101

gypsum

102

total carbon.*

103

total nitrogen

104

P2O5

105

phosphate retention

106

Fe dithionite

107

Al dithionite

108

Fe pyrophosphate

109

Al pyrophosphate

110

clay mineralogy

FIGURE 3 Examples of degrees of dissection as indicated by drainage density on 1:50 000 maps

Hydrological characteristics related to the soil profile are the present drainage of the soil component (after FAO, 1990b), and the basic infiltration rate in cm/hr, following the 7 categories defined by BAI, 1991. Soil profile characteristics, which are clearly linked to the hydrological conditions of the soil, are certain diagnostic properties: fluvic properties (fluviatile, lacustrine or marine sediments, which receive fresh materials at regular intervals); gleyic and stagnic properties, indicating soils, which are saturated with water at some period of the year, or throughout the year, in most years.

Numerous soil attributes, which are to be identified for each soil horizon have an influence on the hydrology of the soil, or are indications of the hydrological conditions of the soil. Among these are the grade, size and type of structure; the presence of coarse fragments (abundance and size); the total sand, silt and clay fraction; the moisture content at various tensions; the hydraulic conductivity; the bulk density; the infiltration rate; and the electrical conductivity of the saturation extract.

CONCLUDING REMARKS

The SOTER database approach provides important information to characterize hydrological conditions in a Geographic Information System. Elements however, which are directly related to the surface flow of water do not form part of the attribute database of SOTER. The geometric database (i.e. the location and extent of an object represented by a point, line or surface) holds, in addition to information on the delineations of SOTER units, also base map date; such as roads and towns, location of deep wells, the hydrological network, water bodies and administrative boundaries, in a Geographic Information System. Characteristics of deep wells (points), the hydrological network (lines) and of water bodies (surfaces) can be stored in a separate set of attribute files. The length, width and depth of primary, secondary, tertiary drainage patterns; the dominant slope gradient and length of slope of these drainage patterns; the volume and quality of the surface flow at the entrance and exit of various drainage patterns measured at several time intervals, depending on the climatic characteristics in the watershed. Similarly the volume and the quality of water from deep wells and water bodies can be stored as attributes in the hydrological database.

BOX 5

Hydrological attributes of the SOTER terrain component (Van Engelen and Wen Tin Tiang, 1993)

28 Surface drainage

Surface drainage of the terrain component

E

extremely slow

water ponds at the surface, and large parts of the terrain are waterlogged for continuous periods of more than 30 days

S

slow

water drains slowly, but most of the terrain does not remain waterlogged for more than 30 days continuously

W

well

water drains well but not excessively, nowhere does the terrain remain waterlogged for a continuous period of more than 48 hours

R

rapid

excess water drains rapidly, even during periods of prolonged rainfall

VR

very rapid

excess water drains very rapidly, the terrain does not support growth of short-rooted plants even if there is sufficient rainfall

29 Depth of groundwater

The depth in metres of the mean groundwater level over a number of years as experience in the terrain component.

FLOODING

Flooding is characterized by the items 30-32:

30 Frequency

Frequency of the natural flooding of the terrain component in classes

N

none

D

daily

W

weekly

M

monthly

A

annually

B

biennially

F

once every 2-5 years

T

once every 5-10 years

R

rare (less than once in every 10 years)

U

unknown

31 Duration

Duration of the flooding of the terrain component in classes

1

less than 1 day

2

1-15 days

3

15-30 days

4

30-90 days

5

90-180 days

6

180-360 days

7

continuously

32. Start

Give the month (indicated by a figure) during which flooding of the terrain component normally starts. Three entries are possible.

There is a need for better definition of groundwater resources. SOTER has only one entry related to groundwater; the depth in metres of the mean groundwater level over a number of years as experienced in the terrain component. Additional information on the fluctuations of the groundwater level (e.g. in the dry versus the wet season), and information to indicate the quality of the groundwater is needed. As indicated in the background paper for this Workshop, water easily catches and carries anything soluble, bringing these elements along from the atmosphere and from human additions and from the soil complex via the root zone to the groundwater. The environmental link between soils, food crops and water supplies means that if soils are polluted there is every likelihood that food chains and drinking water will also be affected.

In arid and semi-arid regions, groundwater is often used for irrigation. The quality of the groundwater, in particular its electrical conductivity and its sodium and magnesium content are essential elements to assess salinization hazards of the soil. High salinity of the groundwater may also cause a threat to food crops and human beings.

REFERENCES

BAI. 1991. Booker Tropical Soil Manual. Booker/Tate, London.

Christoffersen, L., 1992. Chairman's Report on Workshop on Dryland Management Policies and Information Needs. Oslo, 9 p.

DGIS. 1990. Een wereld van verschil: mieuwe kaders voor ontwikkelingssamenwerking in de jaren negentig. Ministry for Development Cooperation, The Hague.

FAO. 1988. Soil map of the world, Revised legend. World Soil Resources Report 60, FAO, Rome.

FAO. 1990a. The Conservation and Rehabilitation of African Lands: An International Scheme. ARC/90/4, Rome, 38 p.

FAO. 1990b. Guidelines for Soil Profile Description. 3rd edition (revised). FAO, Rome.

FAO. 1992. Some thoughts of the new Director, AGL, Sombroek, W.G. In: Land and Water No. 36, FAO, Rome. 24 p.

IGBP. 1992. Global Change and Terrestrial Ecosystems: the Operational Plan. ed. by Steffen, B.L., Walker, B.H., Ingram, J.S.I. and Koch, G.W., Rep. 21, Stockholm.

ISNAR. 1992. Summary of agricultural research policy. International quantitative perspectives. ISNAR, The Hague, 24 p.

ISRIC. 1988. Guidelines for general assessment of the status of human-induced soil degradation. Oldeman, L.R. (ed), Working Paper & Preprint 88/4. ISRIC, Wageningen (in English and French).

ISSS. 1986. Proceedings of an international workshop on the structure of a digital international soil resources map annex database. Ed. by Baumgardner, M.F. and Oldeman, L.R. SOTER report 6. ISSS, Wageningen.

Oliveira, J.B. and van de Berg, M. 1992. Application of the SOTER methodology for a semi-detailed survey (1:100 000) in the Piracicaba region (Sao Paulo, Brazil). SOTER report 6. ISSS, Wageningen.

Sombroek, W.G., 1984. Towards a global soil resource inventory at scale 1:1 M. Working paper 84/4. ISRIC, Wageningen.

Stoops. G. and Cheverry, C., 1992. New Challenges for Soil Research in Developing Countries: A Holistic Approach. Proceedings of the Workshops, funded by the European Community, Life Sciences and Technologies for Developing Countries (STD 3 programme). Rennes, 22 p.

UN. 1993. Report of the United Nations Conference on Environment and Development. Rio de Janeiro, 3-14 June 1992, Vol. I, Agenda 21, Chapter 18.23. United Nations, New York.

UNEP. 1992a. Two decades of achievement and challenge. The United Nations Environment Programme 20th Anniversary. Our Planet. 4 (5). Nairobi, 23 p.

UNEP. 1992b. Proceedings of an ad-hoc Expert Group Meeting to Discuss Global Soil Database and Appraisal of GLASOD/SOTER, 24-28 February 1992, UNEP, Nairobi, 39 p.

UNSO/UNDP/UNEP. 1992. Draft report on the Expert Meeting on Desertification, Land Degradation and the Global Environment Facility, Nairobi, 28-30 Nov. 1992.

Van Engelen, V.W.P., and Wen Ting-Tiang. 1993. Global and National Soil and Terrain Digital Databases (SOTER), Procedures Manual. FAO, ISRIC, ISSS, UNEP, Wageningen, 115 p.

WRI, Cal Tech. 1992. Global Environmental Monitoring: Pathways to Responsible Planetary Management. A proposal to the World Resources Institute, Washington, D.C. and the California Institute of Technology, Pasadena. WRI, Washington DC. 17 p.


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