چکیده:
به دلیل ماهیت دینامیکی خطوط ساحلی تهیه نقشه این مناطق و میزان تغییرات آن جهت برنامهریزی و دستیابی به توسعه پایدار امری بسیار ضروری میباشد. بنابراین هدف از این پژوهش بررسی تغییرات خطوط ساحلی و نمکزار دریاچه ارومیه با استفاده از دادههای سنجش از دور ماهواره لندست بین سالهای 1976 تا 2015 میباشد. از دادههای ترازسنجی ماهوارهای از سال 1371 تا 1389 برای بررسی نوسانات سطح تراز آب دریاچه استفاده شده است که بر اساس آن تراز آب دریاچه حدود 8 متر افت داشته است. برای استخراج خطوط ساحلی از شاخص NDWI با دقت کلی 97/0 و برای استخراج نمکزار از شاخص SI2 با دقت کلی 0.98 استفاده شده است. نتایج حاصل از این مطالعه نشان میدهد مساحت قابل توجهی از سطح آب دریاچه ارومیه در طول 39 سال مورد مطالعه به ویژه در دههای اخیر کاهش یافته و بر مساحت نمکزار اطراف دریاچه افزوده شده است. به طوری که از مساحت5216،30 کیلومترمربع آب و 18/106 کیلومتر مربع تمکزار در سال 1976 به ترتیب به 12/1519 کیلومتر مربع و 50/3777 کیلومتر مربع در سال 2015 رسیده است. همچنین بیشترین تغییرات مساحت مربوط به نمکزار و خط ساحل به ترییب 45/1286 و 97/1310 کیلومترمربع مربوط به دوره زمانی 2006 تا 2011 میباشد. قسمتهای جنوب شرقی و جنوب به دلیل عمق کم دارای بیشترین تغییرات میباشند اما در جهتهای شمالی اینتغییرات کمتر بوده است.
IntroductionOf important geomorphological characteristics of Uremia Lake is instability coastline. The salinity Phenomenon and Genesis crust of salt in the coastal lands is of the manifestations of this is the use, season. Monitoring the coastal areas and Extraction the water level changes in, different time, considered as fundamental research, because nature of coastline is dynamic and the management of such Sensitive ecological environments needs to earn detailed information in Different time intervals. For this purpose, Remote Sensing Technology has unique application uses information from these phenomena. Because multispectral satellite images have benefits and advantages that availability and this Digital interpretation is their most important. The overall objective of this study, was to evaluate the processes The governing on Dry environment and the hydrodynamic evaluate of lake in determining lake shoreline changes using the Landsat satellite images MSS, TM5, ETM + 7 and OLI in period of 39 years (1976- 2015) and then is evaluate the effect these changes on amount of salt deposits around the lake.MethodologyIn this study, to investigate the changes in Coastline and salt marsh Uremia Lake is used of Landsat satellite images (MSS-TM5-ETM + -OIL) that have been downloaded of USGS. To prepare satellite images in during processing, have been done pre-processing steps down: geometric correction, atmospheric correction, mosaic and Resample. Considering the importance of accuracy geometric correction on accuracy of the results of detection of changes Because of pixel by pixel comparison of satellite images together, these images must have coincided perfectly geometrically. So images using the 1:25000 Topographic Maps With the image registration to map method in WGS84 coordinate system and projection UTM Zone 38 with RMSE errors less than 5.0 were corrected. Initially the digital value of each pixel (DN) was Conversion to the Spectral radiation in sensor (Radiance) and then obtained Radiance was Conversion to reflection on the sensor (reflectivity), for atmospheric correction has been used of FLAASH method. After performing these steps, because this area is not within a Landsat image, for coverage of the full study area were mosaic images of each year. Finally all of images were re-sampling with method nearest neighbor. In this study, is used of six Salinity Index (NDSI, SI1, SI2, SI3, SI9, SI14). In order to changes evaluate Water Levels Uremia Lake do this in the period of 1976 to 2015 the water level in each image extracted from each image individually. To, various indices including normalized indices water, the normalized index humidity, corrected water normalized index, the index water ratio, normalized vegetation index, is used the index automatic extraction of water. After applying of indices on images, accuracy of the results of the index using the samples point that Lifted from the Google Earth was assessed. Eventually has been selected Suitable index for extract the shoreline and salt marsh and in in order to the separate of shoreline and salt marsh desired using the Model Maker extension in the ERDAS software was binary by taking considering threshold. Then been done with convert raster to vector maps and analyzes of Intended changes in the GIS10.3 software.Discussion & ResultsAccording to obtained results for the study area NDWI index is the strongest index for Water extraction, So that properly extracted 191 water sample point and of 218 sample points of salinity have put Only 7 samples in Water class. To extract Salt marsh strongest indicator, is the SI2 so that 214 sample points of salinity extracted correctly and of 195 samples points of water, only 12 samples out of put in salinity class and The weakest index, is NDSI indicator. According to the analysis of satellite images surface area of Lake Uremia is reducing and the salt marsh is increase. So that the water level of the lake and salt marsh reached respectively of 5216.30 and 106.18 square kilometers in 1976 to 1519.12 and 3777.50 square kilometers in 2015. The results of surveys show that have area of water the negative trend and salt marsh have increased trend. So that the water level Declined 72.76 square kilometers between the years of 1976 to 1985 to 1262.03 square kilometers between the years of 2011 to 2015 but Area of salt marsh have increasing trend so that increased the 59.53 square kilometer between the years of 1976 to 1985 to 1247.82 square kilometers between years of 2011 to 2015. According to the extraction of shoreline using the satellite imaging greatest change has happened in the direction of East and Southeast (estuary of river Permanent and full water of Zarinehrood) lake.Conclusionthe main objective of this research because of the importance and special Status Lake in Ecosystems, is detect of changes of shoreline and salt marsh Uremia Lake during the period of 39 years. Check fluctuations level of lake using the data of satellite Level gauge of 1992 to 2018 showed that level of the lake has about 8 meters dropped. Results of the accuracy of the Accuracy of various indices for extract the shores of Lake Uremia Revealed that The strongest and the weakest index respectively, NDWI and NDMI index and The strongest and the weakest index for extract of salt marsh is SI2 and NDSI index. Analysis of satellite images shows that area of the lake water and salt marsh respectively reached from 5216.30 and 106.18 square kilometers in 1976 to 1519.12 and 3777.50 square kilometers in 2015. These results it shows reduction of 70.87 percent area of Water Lake and increase in 3457.63 percent of the land of salt marsh of the study area during the past 39 years. Most of changes of area are related to salt marsh and shoreline respectively 1286.45 and 1310.97 square kilometers Related to the period 2006 to 2011. Comparison of changes the coastline and depth of the lake showed that greatest of changes in parts of southeast and south due to the shallow depth of these Regions happened.
خلاصه ماشینی:
بنابراين هدف از اين پژوهش بررسي تغييرات خطوط ساحلي و نمکزار درياچه اروميه با استفاده از داده هاي سنجش از دور ماهواره لندست بين سال هاي ١٩٧٦ تا ٢٠١٥ ميباشد.
داده هاي سنجش از دور حجم زيادي از اطلاعات را فراهم ميکند؛ اين اطلاعات نه فقط در يک زمان بلکه در دوره ها و ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ 1 Ding et al 2 Singh 3 Moore 4 Aleshikh et al 5 Katawatin and Kotrapat 6 Van and Binh 7 Elnaggar and Noller 8 Sisay زمان هاي مختلف ، توليد و جمع آوري ميشوند و ميتوان از آن ها براي کشف و مطالعه ي پديده ها استفاده کرد.
آل شيخ ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ 1 Tucker 2 Qudah 3 Zavoianu 4 Stephen 5 Kaichang و همکاران ١ (٢٠٠٧)، در تحقيقي با عنوان آشکارسازي تغيييرات خط ساحلي با استفاده از روش نسبت گيري طيفي باندها در محيط سنجش ازدور، به بررسي تغييرات خط ساحلي درياچه ي اروميه در فاصله ي سال هاي ١٩٩٨ تا ٢٠٠١ پرداخته اند.
داده ها و روش تحقيق داده ها و نرم افزارهاي مورد استفاده در اين تحقيق براي بررسي تغييرات خط ساحلي و نمکزار درياچه اروميه از تصاوير ماهواره اي لندست (-MSS-TM٥ OIL-ETM+)که از سايت سازمان زمين شناسي آمريکا (USGS) دانلود شده اند، استفاده شده است .
در اين تحقيق ، براي آشکارسازي تغييرات خطوط ساحلي و نمکزار از تصاوير ماهواره لندست سنجنده هاي MSS، TM٥،ETM+ و OLI از سال ١٩٧٦ تا ٢٠١٥ استفاده شده است .