Introduction
Materials and methods
Materials
Study area
Remote sensing data
Ancillary data and software packages
Methods
Image processing and field survey
Identification of environmental degradation processes
Major processes and land-use subtypes | Description of degradation processes |
---|---|
Sandy desertification | Desertification is the conversion of land resources into sand, bare land, exposed rock and wasteland. Around one million hectares of central and southern Iraq is estimated to be suffering from desertification |
Sand | |
Bare land | |
Infertile land | |
Tundra | |
Secondary salinization | Secondary salinization is the accumulation of electrolytes in the surface soil of arable land, transforming the latter resources into salinized land. Secondary salinization results from human activity, most commonly from poorly-managed irrigation |
Salty land | |
Wasteland | |
Swamp land | |
Unused land | |
Urbanization | Expansion of non-agricultural land increases the pressure on agricultural land elsewhere, potentially prompting reclamation of marginal land areas and/or increasing environmental damage. In this sense, such expansion is an indirect land degradation process which affects Iraq’s food security |
Cities and towns | |
Industrial land | |
Military areas | |
Mining land | |
Docks | |
Vegetation degradation | Vegetation degradation may result from a number of causes, including overgrazing, inadequate land reclamation and inadequate use of limited water resources. Vegetation degradation not only converts grassland to wasteland, but also induces undesirable pressure on adjacent areas |
Date Palm | |
Orchard | |
Vegetable plots | |
Natural grassland | |
Loss of wetlands | Loss of marshland occurs where wetlands are transformed into bare land. Iraq’s Ahwar regions (marsh) are ecological resources; they are fragile and need to be conserved. The marshlands have been declining for some time; in some cases they have been replaced by arable lands, in others they have been transformed into desiccated salinized land |
Marsh | |
Lake | |
Reservoir and pond | |
Beach |
Environmental degradation indicators
Indicator | Environmental degradation level | Weight | |||
---|---|---|---|---|---|
Severe | High | Medium | Low | ||
Vegetation cover (%) | <10 | 10–25 | 25–40 | >40 | 0.40 |
Drifting sand coverage (%) | >65 | 15–65 | 5–15 | <5 | 0.25 |
Urbanization rate (%) | >5 | 2–5 | 1–2 | <1 | 0.15 |
Population pressure (%) | >50 | 30–50 | 0–30 | −30 to 0 | 0.20 |
Rates of environmental degradation change
Results and discussion
Land use/cover change assessment
LULC class | Area (km2) | Change in area (km2) | Percentage growth | |||
---|---|---|---|---|---|---|
1990 | (%) | 2003 | (%) | |||
Vegetation | 5,110.8 | 26.8 | 4,595.9 | 24.1 | −514.9a
| −10.1b
|
Sand | 4,119.1 | 21.6 | 4,557.7 | 23.9 | 438.6 | 10.6 |
Urban area | 3,299.1 | 17.3 | 3,794.9 | 19.9 | 495.8 | 15.1 |
Unused land | 3,146.5 | 16.5 | 3,356.3 | 17.6 | 209.8 | 6.6 |
Water bodies | 3,184.7 | 16.7 | 2,955.9 | 15.5 | −228.9 | −7.2 |
Initial image 1990 | |||||||
---|---|---|---|---|---|---|---|
Classes | Vegetation | Sand | Urban | Barren | Water | Class total | |
Final image 2003 | Vegetation | 3,102.2 | 779.1 | 313.8 | 265.2 | 135.5 | 4,595.8 |
Sand | 982.2 | 2,864.2 | 354.6 | 253.5 | 103.1 | 4,557.6 | |
Urban area | 484.2 | 121.1 | 2,307.5 | 577.3 | 314.4 | 3,804.5 | |
Barren | 445.4 | 261.3 | 216.1 | 1,809.4 | 223.9 | 3,356.3 | |
Water | 96.6 | 93.3 | 117.1 | 241.2 | 2,407.6 | 2,956.1 | |
Class total | 5,110.6 | 4,118.9 | 3,309.1 | 3,146.6 | 3,184.5 | ||
Class change | 2,008.4 | 1,254.8 | 1,001.6 | 1,337.2 | 776.9 | ||
Difference | −514.8 | 438.7 | 495.4 | 209.7 | −228.4 |
Classes | Producer accuracy (%) | User accuracy (%) |
---|---|---|
Vegetation cover | 79.98 | 95.85 |
Sand cover | 89.25 | 98.77 |
Urban area | 74.93 | 82.61 |
Barren land | 76.99 | 85.47 |
Water bodies | 78.54 | 96.88 |
Overall accuracy = (209/256) = 81.64 | ||
Kappa coefficient = 0.76 |
Environmental degradation processes
Detection of vegetation change and wetland loss
Drifting sand
Study site | Area (km2) | Drifting sand 1990 | Drifting sand 2003 | Increase in drifting sand area 1990–2003 | Drifting sand rate km2 year−1
| |||
---|---|---|---|---|---|---|---|---|
(km2) | (%) | (km2) | (%) | (km2) | (%) | |||
Abu Al-Khaseeb | 1,152 | 190.1 | 16.5 | 196.9 | 17.1 | 6.8 | 3.5 | 0.52 |
Al Midaina | 989 | 22.7 | 2.3 | 23.7 | 2.4 | 1.0 | 4.4 | 0.07 |
Al-Qurna | 2,612 | 88.8 | 3.4 | 91.4 | 3.5 | 2.6 | 2.9 | 0.20 |
Al-Zubair | 11,618 | 3,732.6 | 32.2 | 4,152.7 | 35.7 | 420.1 | 11.2 | 32.31 |
Basrah | 1,085 | 49.9 | 4.6 | 55.4 | 5.1 | 5.5 | 11.0 | 0.42 |
Fao | 98 | 10.8 | 11.1 | 11.9 | 12.2 | 1.1 | 10.1 | 0.08 |
Shatt Al-Arab | 1,516 | 24.2 | 1.6 | 25.7 | 1.7 | 1.5 | 6.1 | 0.34 |
Total | 19,070 | 4,119.1 | 21.6 | 4,557.7 | 23.9 | 438.6 | 10.6 |
Built-up area assessment
Study site | Total area (km2) | Urban area (km2) | Total increase (km2) | Total increase (%) | Annual increase rate (%) | |||
---|---|---|---|---|---|---|---|---|
1990 | (%) | 2003 | (%) | |||||
Abu Al-Khaseeb | 1,152 | 161.3 | 14.0 | 187.8 | 16.3 | 26.5 | 16.4 | 1.3 |
Al Midaina | 989 | 298.7 | 30.2 | 321.4 | 32.5 | 22.7 | 7.6 | 0.6 |
Al-Qurna | 2,612 | 412.6 | 15.8 | 449.3 | 17.2 | 36.7 | 8.9 | 0.7 |
Al-Zubair | 11,618 | 859.7 | 7.4 | 1,010.7 | 8.7 | 151.1 | 17.5 | 1.4 |
Basrah | 1,085 | 342.8 | 31.6 | 416.6 | 38.4 | 73.7 | 21.5 | 1.7 |
Fao | 98 | 10.1 | 10.6 | 12.1 | 12.3 | 1.9 | 19.3 | 1.5 |
Shatt Al-Arab | 1,516 | 171.3 | 11.3 | 194.1 | 12.8 | 22.7 | 13.2 | 1.1 |
Total | 19,070 | 3,280.1 | 17.2 | 3,756.8 | 19.7 | 476.7 | 14.5 | 1.2 |
Salinization assessment
County | County area (km2) | Soil salinization area (km2) | Increase (km2) | Increase (%) | Environmental degradation rate/(km2 year−1) | |
---|---|---|---|---|---|---|
1990 | 2003 | |||||
Abu Al-Khaseeb | 1,152 | 102.8 | 134.1 | 31.3a
| 2.7b
| 2.40c
|
Al Midaina | 989 | 91.5 | 99.9 | 8.4 | 0.8 | 0.64 |
Al-Qurna | 2,612 | 463.1 | 483.7 | 20.6 | 0.7 | 1.58 |
Al-Zubair | 11,618 | 2,033.1 | 2,058.0 | 24.9 | 0.2 | 1.91 |
Basra | 1,085 | 124.7 | 136.0 | 11.3 | 1.0 | 0.86 |
Fao | 98 | 24.4 | 54.9 | 30.5 | 31.1 | 2.34 |
Shatt Al-Arab | 1,516 | 362.3 | 385.1 | 22.8 | 1.5 | 1.75 |
Total | 19,070 | 3,201.9 | 3,351.7 | 149.8 | 0.8 |
Environmental degradation assessment
Class | Area (km2) | % |
---|---|---|
Very low environmental degradation | 1,620.9 | 8.5 |
Low environmental degradation | 2,040.5 | 10.7 |
Moderate environmental degradation | 3,604.2 | 18.9 |
High environmental degradation | 6,445.6 | 33.8 |
Severe environmental degradation | 5,358.7 | 28.1 |
Total | 19,070 | 100 |