Journal of Geographical Sciences >
Spatiotemporal characteristics and driving mechanism of the coupling coordination degree of urbanization and ecological environment in Kazakhstan
Huang Jinchuan (1973-), PhD and Associate Professor, specialized in urban geography and planning.E-mail: huangjc@igsnrr.ac.cn |
Received date: 2020-03-22
Accepted date: 2020-08-31
Online published: 2021-01-25
Supported by
Strategic Priority Research Program of the CAS, Pan-Third Pole Environment Study for a Green Silk Road(XDA20040402)
Copyright
When viewed against the backdrop of globalization and the Belt and Road Initiative (BRI), Central Asia has ushered in new development opportunities. However, problems of ecological environment as a consequence of urbanization have begun to act as a constraint on the economic development of the region. the coupling coordination degree between the urbanization and ecological environment in Kazakhstan was analyzed by the coupling coordination degree model. The main controlling factors affecting its development were explored using a geographical detector. Several main conclusions can be drawn. (1) Kazakhstan's urbanization level, ecological environment level, and the coupling coordination degree between urbanization and ecological environment are all on the rise. (2) In terms of the comprehensive urbanization index, the western and eastern states have higher values than the southern and northern states. The spatial distribution pattern of the ecological environment index revealed high values in the eastern and western regions and low values in the central region. (3) The coupling coordination degree among the states of Kazakhstan is mostly at a low-moderate level. The spatial distribution shows that the coordination level of the east, middle, and west of the country is higher than that of south and north. (4) Indicators such as GDP per capita, social fixed asset investment per capita, employment in industry and services (% of total employment), and the number of college students per 10,000 people are important urbanization factors that affect the coupling coordination degree of urbanization and ecological environment. Indicators of farmland areas per capita, availability of water resources per capita, ecological land per capita and forest coverage in the ecological environment subsystem are important ecological environmental factors that affect the degree of coordination between urbanization and ecological environment in Kazakhstan. The interaction of the main elements in the two subsystems has a strong synergy.
HUANG Jinchuan , NA Ying , GUO Yu . Spatiotemporal characteristics and driving mechanism of the coupling coordination degree of urbanization and ecological environment in Kazakhstan[J]. Journal of Geographical Sciences, 2020 , 30(11) : 1802 -1824 . DOI: 10.1007/s11442-020-1813-9
Table 1 Index system for urbanization. |
First-level index | Weight | Basic-level index | Entropy weight | Coefficient of variation weight | Comprehensive weight |
---|---|---|---|---|---|
Population urbanization | 0.108 | Urban population (% of total) | 0.499 | 0.543 | 0.521 |
Employment in industry and services (% of total employment) | 0.501 | 0.457 | 0.479 | ||
Spatial urbanization | 0.504 | Urban population density (person/km2) | 0.469 | 0.429 | 0.451 |
Percentage of built-up areas in total land area (%) | 0.431 | 0.396 | 0.416 | ||
Number of built-up areas per 10,000 people (km2) | 0.040 | 0.086 | 0.059 | ||
Density of road network per 10,000 people (km2) | 0.061 | 0.090 | 0.074 | ||
Economic urbanization | 0.247 | GDP per capita (USD) | 0.258 | 0.254 | 0.257 |
Industry and services, value added (% of GDP) | 0.027 | 0.067 | 0.043 | ||
Gross industrial output value per capita (USD) | 0.393 | 0.352 | 0.374 | ||
Per capita social fixed assets investment | 0.322 | 0.327 | 0.326 | ||
Social urbanization | 0.140 | Per capita income and consumption expense | 0.293 | 0.284 | 0.290 |
Number of public buses per 10,000 people | 0.281 | 0.295 | 0.289 | ||
Number of college students per 10,000 people | 0.132 | 0.182 | 0.156 | ||
Number of professional doctors per 10,000 people | 0.293 | 0.238 | 0.265 |
Table 2 Index system for ecological environment. |
First-level index | Weight | Basic-level index | Entropy weight | Coefficient of variation weight | Comprehensive weight |
---|---|---|---|---|---|
Ecological environmental status | 0.357 | Renewable internal freshwater resources per capita (m2) | 0.374 | 0.292 | 0.332 |
Arable land area (ha per person) | 0.304 | 0.344 | 0.325 | ||
Cereal production per capita (metric kg) | 0.323 | 0.363 | 0.344 | ||
Ecological environmental attributes | 0.170 | Forest area (% of land area) | 0.637 | 0.624 | 0.631 |
Ecological land per capita (m2) | 0.363 | 0.376 | 0.369 | ||
Ecological environmental pressure | 0.363 | Emissions of solid pollutants (kg per capita) | 0.346 | 0.319 | 0.332 |
Emissions of liquid and gaseous pollutant substances (kg per capita) | 0.319 | 0.322 | 0.321 | ||
Emissions of free air pollutants, from non-stationary sources (kg per capita) | 0.335 | 0.359 | 0.347 | ||
Ecological environmental response | 0.110 | Running expenses for ecological environmental protection (thousand tenge) | 0.438 | 0.261 | 0.346 |
Removal rate of pollutants (%) | 0.233 | 0.234 | 0.238 | ||
Recycling rate of pollutants (%) | 0.329 | 0.505 | 0.416 |
Table 3 Classification of the synergistic development of urbanization and ecological environment. |
Primary division of developmental stages | Secondary division of developmental stages | Tertiary division of developmental stages | Code | ||
---|---|---|---|---|---|
Uncoordinated | 0<D≤0.2 | Severe imbalance | E(y)-U(x)>0.1 | Uncoordinated; urbanization is blocked | I1 |
|E(y)-U(x)|≤0.1 | Balanced development | I2 | |||
E(y)-U(x)<-0.1 | Uncoordinated; ecological environment is blocked | I3 | |||
0.2<D≤0.4 | Moderate imbalance | E(y)-U(x)>0.1 | Low-level coordination; urbanization is blocked | II1 | |
|E(y)-U(x)|≤0.1 | Balanced development | II2 | |||
E(y)-U(x)<-0.1 | Low-level coordination; ecological environment is blocked | II3 | |||
Transition period | 0.4<D≤0.6 | Low coordination | E(y)-U(x)>0.1 | Basic coordination; urbanization is blocked | III1 |
|E(y)-U(x)|≤0.1 | Balanced development | III2 | |||
E(y)-U(x)<-0.1 | Basic coordination; ecological environment is blocked | III3 | |||
0.6<D≤0.8 | Moderate coordination | E(y)-U(x)>0.1 | High-level coordination; urbanization is blocked | IV1 | |
|E(y)-U(x)|≤0.1 | Balanced development | IV2 | |||
E(y)-U(x)<-0.1 | High-level coordination; ecological environment is blocked | IV3 | |||
Highly coordinated period | 0.8<D≤1 | Advanced coordination | E(y)-U(x)>0.1 | Uncoordinated; urbanization is blocked | V1 |
|E(y)-U(x)|≤0.1 | Balanced development | V2 | |||
E(y)-U(x)<-0.1 | Uncoordinated; ecological environment is blocked | V3 |
Figure 1 Urbanization and ecological environmental systems indexes and trends for the coupling coordination degree at the national scale in Kazakhstan |
Figure 2 Urbanization and ecological environmental systems index values and trends for the coupling coordination degree within the oblasts of Kazakhstan |
Figure 3 Spatiotemporal evolution of the comprehensive urbanization index within the oblasts of Kazakhstan from 2000 to 2017 |
Figure 4 Spatiotemporal evolution of the comprehensive ecological environment index within the oblasts of Kazakhstan from 2000 to 2017 |
Table 4 Summary of the coupling coordination degree of urbanization and ecological environment within the oblasts of Kazakhstan from 2000 to 2017 |
Region | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Akmolinskaya | 0.471 | 0.466 | 0.476 | 0.476 | 0.480 | 0.490 | 0.500 | 0.514 | 0.510 | 0.528 | 0.527 | 0.546 | 0.541 | 0.548 | 0.553 | 0.560 | 0.563 | 0.572 |
Aktubinskaya | 0.508 | 0.504 | 0.517 | 0.513 | 0.518 | 0.528 | 0.530 | 0.542 | 0.550 | 0.551 | 0.572 | 0.587 | 0.597 | 0.603 | 0.609 | 0.604 | 0.602 | 0.607 |
Almatinskaya | 0.400 | 0.422 | 0.431 | 0.425 | 0.439 | 0.452 | 0.465 | 0.482 | 0.485 | 0.491 | 0.507 | 0.528 | 0.524 | 0.537 | 0.555 | 0.568 | 0.570 | 0.574 |
Atyrauskaya | 0.524 | 0.519 | 0.535 | 0.532 | 0.538 | 0.550 | 0.562 | 0.570 | 0.583 | 0.594 | 0.619 | 0.624 | 0.615 | 0.632 | 0.635 | 0.649 | 0.641 | 0.659 |
Zapadno- Kazakhstanskaya | 0.509 | 0.510 | 0.514 | 0.516 | 0.523 | 0.524 | 0.541 | 0.553 | 0.568 | 0.572 | 0.591 | 0.587 | 0.601 | 0.609 | 0.617 | 0.614 | 0.619 | 0.626 |
Zhambylskaya | 0.462 | 0.459 | 0.470 | 0.465 | 0.472 | 0.476 | 0.486 | 0.515 | 0.513 | 0.516 | 0.516 | 0.542 | 0.542 | 0.568 | 0.560 | 0.552 | 0.559 | 0.537 |
Karagandinskaya | 0.432 | 0.443 | 0.431 | 0.431 | 0.446 | 0.434 | 0.461 | 0.481 | 0.518 | 0.549 | 0.555 | 0.563 | 0.577 | 0.589 | 0.589 | 0.600 | 0.601 | 0.612 |
Kostanaiskaya | 0.504 | 0.505 | 0.508 | 0.507 | 0.513 | 0.520 | 0.528 | 0.539 | 0.540 | 0.543 | 0.546 | 0.556 | 0.551 | 0.560 | 0.571 | 0.564 | 0.569 | 0.577 |
Kyzylordinskaya | 0.491 | 0.487 | 0.496 | 0.492 | 0.498 | 0.501 | 0.512 | 0.542 | 0.527 | 0.533 | 0.551 | 0.560 | 0.567 | 0.572 | 0.571 | 0.565 | 0.566 | 0.573 |
Mangistauskaya | 0.559 | 0.566 | 0.564 | 0.561 | 0.576 | 0.576 | 0.588 | 0.589 | 0.597 | 0.585 | 0.590 | 0.582 | 0.586 | 0.589 | 0.596 | 0.602 | 0.596 | 0.605 |
Yuzhno- Kazakhstanskaya | 0.435 | 0.439 | 0.447 | 0.438 | 0.449 | 0.455 | 0.473 | 0.498 | 0.502 | 0.508 | 0.497 | 0.524 | 0.526 | 0.543 | 0.564 | 0.572 | 0.575 | 0.575 |
Pavlodarskaya | 0.460 | 0.455 | 0.461 | 0.458 | 0.461 | 0.466 | 0.468 | 0.483 | 0.489 | 0.508 | 0.509 | 0.512 | 0.510 | 0.530 | 0.535 | 0.550 | 0.559 | 0.556 |
Severo-Kazakhstanskaya | 0.400 | 0.409 | 0.423 | 0.428 | 0.423 | 0.417 | 0.433 | 0.452 | 0.462 | 0.483 | 0.486 | 0.507 | 0.516 | 0.519 | 0.534 | 0.541 | 0.552 | 0.560 |
Vostochno-Kazakhstanskaya | 0.568 | 0.569 | 0.575 | 0.572 | 0.579 | 0.581 | 0.595 | 0.602 | 0.603 | 0.610 | 0.633 | 0.627 | 0.649 | 0.653 | 0.665 | 0.673 | 0.682 | 0.686 |
Nur-Sultan city | 0.587 | 0.594 | 0.602 | 0.599 | 0.605 | 0.609 | 0.620 | 0.629 | 0.639 | 0.636 | 0.643 | 0.640 | 0.645 | 0.650 | 0.648 | 0.657 | 0.656 | 0.660 |
Almaty city | 0.679 | 0.700 | 0.711 | 0.711 | 0.718 | 0.717 | 0.724 | 0.731 | 0.733 | 0.738 | 0.743 | 0.743 | 0.744 | 0.771 | 0.756 | 0.759 | 0.768 | 0.768 |
Figure 5 Spatiotemporal evolution of the coupling coordination degree within the oblasts of Kazakhstan from 2000 to 2017 |
Table 5 Classification table of the coupling coordination degree of urbanization and ecological environment within the oblasts of Kazakhstan from 2000 to 2017 (for details of the codes used here refer to Table 3) |
Region | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Akmolinskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Aktubinskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 |
Almatinskaya | Ⅱ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Atyrauskaya | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ3 | Ⅳ3 |
Zapadno-Kazakhstanskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅳ1 | Ⅳ1 | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ2 |
Zhambylskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Karagandinskaya | Ⅲ2 | Ⅲ2 | Ⅲ3 | Ⅲ3 | Ⅲ2 | Ⅲ3 | Ⅲ3 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅳ2 | Ⅳ2 |
Kostanaiskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Kyzylordinskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Mangistauskaya | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅳ2 | Ⅲ2 | Ⅳ2 |
Yuzhno-Kazakhstanskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Pavlodarskaya | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 | Ⅲ2 |
Severo- Kazakhstanskaya | Ⅱ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 |
Vostochno- Kazakhstanskaya | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅲ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 | Ⅳ1 |
Nurs-Sultan city | Ⅲ2 | Ⅲ2 | Ⅳ2 | Ⅲ2 | Ⅳ2 | Ⅳ2 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 |
Almaty city | Ⅳ2 | Ⅳ2 | Ⅳ2 | Ⅳ3 | Ⅳ2 | Ⅳ2 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 | Ⅳ3 |
Table 6 Dominant interaction factors affecting the harmony between urbanization and ecological environment in Kazakhstan |
Dominant interaction factor | q | Dominant interaction factor | q | Dominant interaction factor | q |
---|---|---|---|---|---|
Employment in industry and services (% of total employment) ∩ GDP per capita | 0.709 | Cereal production per capita ∩ Urban population (% of total) | 0.717 | Recycling rate of pollutants ∩ Employment in industry and services (% of total employment) | 0.713 |
Employment in industry and services (% of total employment) ∩ Gross industrial output value per capita | 0.703 | Cereal production per capita ∩ Employment in industry and services (% of total employment) | 0.752 | Emissions of liquid and gasiform pollutant substances ∩ Employment in industry and services (% of total employment) | 0.787 |
Employment in industry and services (% of total employment) ∩ Social fixed asset investment per capita | 0.705 | Ecological land per capita ∩ GDP per capita | 0.743 | Emissions of solid pollutants ∩ Employment in industry and services (% of total employment) | 0.762 |
Employment in industry and services (% of total employment) ∩ Number of public buses per 10,000 people | 0.704 | Ecological land per capita ∩ Employment in industry and services (% of total employment) | 0.731 | Emissions of free air pollutants, divergent from stationary sources ∩ Employment in industry and services (% of total employment) | 0.803 |
Employment in industry and services (% of total employment) ∩ Number of built-up areas per 10,000 people | 0.758 | Forest areas (% of land area) ∩ Employment in industry and services (% of total employment) | 0.788 | Emissions of liquid and gasiform pollutant substances ∩ Gross industrial output value per capita | 0.751 |
Per capita income and consumption expenses ∩ Employment in industry and services (% of total employment) | 0.721 | Forest area (% of land area) ∩ GDP per capita | 0.758 | Emissions of liquid and gasiform pollutant substances ∩ Social fixed asset investment per capita | 0.753 |
Number of public buses per 10,000 people ∩ Employment in industry and services (% of total employment) | 0.750 | Forest area (% of land area) ∩ Urban population (% of total) | 0.748 | Emissions of free air pollutants from non-stationary sources ∩ Gross industrial output value per capita | 0.717 |
Number of college students per 10,000 people ∩ GDP per capita | 0.731 | Forest area (% of land area) ∩ Number of college students per 10,000 people | 0.729 | Emissions of free air pollutants from non-stationary sources ∩ social fixed asset investment per capita | 0.711 |
Number of college students per 10,000 people ∩ social fixed asset investment per capita | 0.711 | Forest area (% of land area) ∩ Arable land area (hectares per person) | 0.716 | Emissions of free air pollutants from non-stationary sources ∩ Urban population (% of total) | 0.717 |
Number of college students per 10,000 people ∩ Number of public buses per 10,000 people | 0.720 | Running expenses for environmental protection ∩ Urban population | 0.756 | Emissions of free air pollutants from non-stationary sources ∩ Urban population (% of total) | 0.704 |
Number of college students per 10,000 people ∩ Employment in industry and services | 0.783 | Running expenses on environmental protection ∩ Employment in industry and services | 0.739 | ||
Number of college students per 10,000 people ∩ Per capita income and consumption expenses | 0.712 | Running expenses on environmental protection ∩ Number of college students per 10,000 people | 0.751 | ||
Number of college students per 10,000 people ∩ Number of public buses per 10,000 people | 0.784 | Purification rate of pollutants ∩ Employment in industry and services | 0.726 |
1 |
|
2 |
|
3 |
|
4 |
|
5 |
|
6 |
|
7 |
|
8 |
|
9 |
|
10 |
|
11 |
|
12 |
|
13 |
|
14 |
|
15 |
|
16 |
|
17 |
|
18 |
|
19 |
|
20 |
|
21 |
|
22 |
|
23 |
|
24 |
|
25 |
|
26 |
|
27 |
|
28 |
|
29 |
|
30 |
|
31 |
|
32 |
|
33 |
|
34 |
|
35 |
OECD, 2002. Indicators to Measure Decoupling of Environmental Pressure from Economic Growth. Paris: OECD.
|
36 |
|
37 |
|
38 |
|
39 |
|
40 |
|
41 |
|
42 |
|
43 |
|
44 |
|
45 |
|
46 |
|
47 |
|
48 |
|
49 |
|
50 |
|
51 |
|
52 |
|
53 |
|
54 |
|
55 |
|
56 |
|
57 |
|
/
〈 | 〉 |