شماره ركورد :
1299914
عنوان مقاله :
ارزيابي تغييرات فضايي - زماني زيرساخت سبز شهري مبتني بر الگوريتم درخت تصميم گيري فرآيندهاي فضايي - مطالعه موردي: سيماي سرزمين تهران
عنوان به زبان ديگر :
Evaluating spatial-temporal changes of urban green infrastructure using decision tree algorithm of spatial processes - Case study: Tehran Landscape System
پديد آورندگان :
ناروئي، بهروز دانشگاه شهيد بهشتي - پژوهشكده علوم محيطي - گروه مهندسي فضاي سبز، ايران , برق جلوه، شهيندخت دانشگاه شهيد بهشتي - پژوهشكده علوم محيطي - گروه برنامه ريزي و طراحي محيط، ايران , اسماعيل زاده، حسن دانشگاه شهيد بهشتي - پژوهشكده علوم محيطي - گروه برنامه ريزي و طراحي محيط، ايران , زبردست، لعبت دانشگاه تهران - پرديس دانشكده هاي فني - دانشكده محيط زيست - گروه برنامه ريزي مديريت وآموزش محيط زيست، ايران
تعداد صفحه :
22
از صفحه :
167
از صفحه (ادامه) :
0
تا صفحه :
188
تا صفحه(ادامه) :
0
كليدواژه :
تغييرات كاربري اراضي , زيرساخت سبز , فرآيند فضايي , الگوي تركيب و توزيع
چكيده فارسي :
گسترش سريع شهرنشيني به‌همراه تغييرات بي‌رويه در كاربري/پوشش اراضي سيستم سيماي‌سرزمين تهران باعث اختلال در الگوي تركيب و توزيع زيرساخت‌ سبز شهري شده است. هدف از تحقيق حاضر تحليل تغييرات فضايي-زماني الگوي زيرساخت‌ سبز شهري تهران متأثر از فرآيندهاي فضايي سيماي‌سرزمين در بازه زماني 2030-1990 (4 دوره 10ساله) مي‌باشد. رويكرد پژوهش حاضر، شناسايي: (1) تأثير انواع فرآيندهاي فضايي در تغيير الگوي ساخت سيماي‌سرزمين و (2) روابط فيمابين الگوي ساخت فضايي سيماي‌سرزمين و فرآيندهاي بوم‌شناختي در شكل‌گيري ظرفيت‌ها و محدوديت‌هاي سرزمين شهري است. براي اين مقصود از الگوريتم درخت تصميم‌گيري در راستاي شناسايي فرآيندهاي فضايي و از سنجه‌هاي سيماي‌سرزمين در تحليل تأثير فرآيندهاي فضايي بر تغيير الگوي تركيب و توزيع سيماي‌سرزمين تهران بهره گرفته شد. داده‌هاي كاربري/پوشش اراضي مورد نياز، از تصاوير ماهواره‌اي لندست (1990 تا 2020) به‌دست آمد. به‌منظور پيش‌بيني تغييرات كاربري/پوشش اراضي براي سال 2030 از مدل CA-Markov استفاده شد. كمّي‌كردن سنجه‌هاي سيماي‌سرزمين در دو سطح كلاس و سيماي‌سرزمين در 4 دوره زماني مورد نظر انجام گرفت. يافته‌ها نشان مي‌دهند در سطح كلاس و در بازه زماني بين سال‌هاي1990 تا 2020، فرآيندهاي فضايي "حذف" و "قطعه قطعه‌شدن" به‌ترتيب سبب كاهش تعداد و مساحت اراضي سبز و باز در الگوي تركيب و هم‌چنين كاهش پيوستگي و پراكنش نامتعادل آن‌ها در الگوي توزيع زيرساخت سبز سيماي‌سرزمين تهران شده است. همين‌طور در تمامي دوره‌هاي زماني، فرآيند فضايي "تجمع" در لكه‌هاي ساخت و ساز تكرار شده است. داده‌هاي پيش‌بيني براي سال 2030 نيز بيانگر تأثير فرآيند فضايي "حذف" بر هر دو كاربري/پوشش اراضي سبز و باز زيرساخت سبز سيماي‌سرزمين تهران مي‌باشد. در سطح سيماي‌سرزمين نيز در بازه زماني مورد بررسي شاهد ساده‌تر‌شدن بستر سيماي‌سرزمين در نتيجه غلبه كاربري‌هاي ساخت و ساز هستيم. نتايج حاصل براي تعيين نقشه راه برنامه‌ريزي الگوي فضايي زيرساخت سبز شهري كاربرد دارند.
چكيده لاتين :
Introduction The rapid expansion of urbanization along with irregular changes in land use and Landscape System of Tehran has disrupted the composition and distribution pattern of urban green infrastructure. The present study seeks to analyse the spatial-temporal changes of urban green infrastructure in Tehran Landscape System affected by the spatial processes of land use changes in the statistical period (4 decades of 1990 to 2030). To reach this aim, the present study has identified (1) the effect of spatial processes on the changing landscape pattern and (2) the relationship between the spatial pattern and ecological processes of landscape and its influence on the capacities and constraints of green urban infrastructure.   Materials & Methods The present study has focused on the landscape system of Tehran and its 22 districts as the study area. The descriptive-analytical study consists of following stages: 1) Classifying urban land uses in1990-2000, 2000-2010 and 2010-2020 statistical periods using Landsat satellite images: (in Envi 5.3, Google Earth and Arc GIS 10.2 software), 2) Modelling and forecasting land use changes in 2030 using integrated model of Markov chain, automated cells (CA-MARKOV) and TerrSetsoftware), 3) Determining spatial processes of landscape changes via decision tree algorithm. 4) Quantifying landscape metrics of composition and configuration of landscape pattern (green, open & built patches) at both class and landscape levels in the mentioned periods (in Fragstate 4.2 software).   Results & Discussion Many environmental decisions presume that some types or composition of land use are preferred to others. It is assumed that the spatial arrangement of elements in a land-space mosaic controls its ecological processes. This proposition is known as the pattern/ process paradigm, and forms the central hypothesis of landscape ecology (a branch of science developed to study ecological processes in their spatial context). Ten spatial landscape processes are considered to reflect changes in various patterns of landscapes (aggregation, attrition, creation, deformation, dissection, enlargement, fragmentation, perforation, shift, and shrinkage). These processes actually change the spatial structure of urban landscape and affect the quality of ecological processes in Tehran Landscape System. To identify the spatial processes responsible for landscape pattern changes during a defined period of time, a decision tree algorithm was developed. Decision tree required the following input: area or size (a), the perimeter or edge length (p), and number of patches (n) in each land-cover class. The decision tree algorithm applied on Tehran Landscape System has indicated that spatial processes of 'attrition' and 'fragmentation' have led to a decrease in the integration of green and open patches in this landscape system. Measuring LSI and IJI metrics in 1990-2030 statistical period at the class level has also proved the previously mentioned finding. Increased ENN-MN and decreased PLAND of open and green patches during two periods of 1990-2000 and 2010-2020 due to the spatial process of 'attrition' have also showed this decreased integrity over time. These conditions have reduced the resilience of Tehran atmosphere and its capability to absorb air pollution and also have resulted in the recent development of thermal islands in different urban areas. Moreover, the COHESION metric has reduced in green and open patches due to the spatial processes of 'attrition' and 'fragmentation' at the class level. At the landscape level, the value of SIDI metric has also decreased from 1990 to 2020 and the same trend will continue according to 2030 forecast. Spatial process of 'aggregation' in constructed patches has resulted in a decrease of NP and PD at landscape level during 1990-2000 and 2010-2020. Findings indicate the effect of spatial process of aggregation on constructed lands (high-rise buildings) in the northern (such as District 1) and western parts of the city (such as District 22) which has interrupted wind movement and air purification in Tehran. The values of LSI and ED has also decreased at the landscape level due to the 'attrition' of open and green patches leading to a reduction in the heterogeneity order of urban landscape system. On the other hand, increased IJI value in 2020 and 2030 indicates increased turbulence in distribution and also increased fineness index of open and green patches in the landscape system of Tehran.   Conclusion Findings indicate that spatial processes of 'attrition' and 'fragmentation' have resulted in a reduction in the number and area of green and open patches in the composition pattern and also decreased coherence at class level from 1990 to 2020. This has resulted in an unbalanced distribution of the patches in the configuration pattern of green urban infrastructure in Tehran. The spatial process of 'aggregation' has been repeated during the statistical period in the constructed patches. Data forecasted for 2030 shows the impact of 'attrition' on changes occurring in both green and open land use. The landscape is also getting more simplified due to the dominance of constructed land uses. Findings can be applied to determine a roadmap and plan the spatial pattern of urban green infrastructure.
سال انتشار :
1401
عنوان نشريه :
اطلاعات جغرافيايي سپهر
فايل PDF :
8722074
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