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Level-3 Geometric Correction of Formosat-2 Satellite Imagery and Efficient Image Resampling

Thesis Info

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External Link

Author

Fahim Arif

Program

PhD

Institute

National University of Sciences & Technology

City

Rawalpindi

Province

Punjab

Country

Pakistan

Thesis Completing Year

2009

Thesis Completion Status

Completed

Subject

Computer Science

Language

English

Link

http://prr.hec.gov.pk/jspui/handle/123456789/279

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727784117

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A significant problem in satellite imagery is geometric distortion. Accurate remote sensing and high resolution satellite images have made it necessary to revise the geometric correction techniques used for ortho-rectification. Conventional methods of photogrammetric modeling of remotely sensed images are insufficient for mapping purposes and need to be substituted with more rigorous approach to get a true orthophoto. FORMOSAT-2, a newly launched remote sensing Taiwanese satellite, has high spatial resolution sensor onboard for a daily revisit orbit. However, like any image acquisition system, it also produces geometric distortions in its raw images. Pixel Projection Model (PPM) was devised by National Space Program Office (NSPO) Taiwan, for processing of Level-1A (Raw) satellite images to Level-2 (radio metrically corrected) images. Being systematically corrected, Level-2 images still possess terrain elevation, rotation-translation and geometric distortions. There was a dire need for enhancement of this model to produce Level-3 (geometrically corrected) image products. A novel method for Level-3 correction of satellite images, especially suited for FORMOSAT-2, has been developed. The PPM has been enhanced to cater for geometric distortions caused by the attitude change in the satellite specifically in the pre-processing stage. The three attitude angles of the satellite are thus calculated and corrected as per the ground position or coordinates using least squares adjustments. The approach is based on non-systematic method in which physical modeling of the satellite imagery is considered. The mathematical model has been developed to calculate and correct instrument bias/ attitude angles. Ground Control Points have been integrated in the algorithm besides vertex matching iifor more precise results. Results were verified by computing MSE for image to image matching and point to point matching. An improvement of 86.3% was obtained for the new Level-3 correction technique over the existing Level-2 algorithm. Three conventional interpolation techniques for transformation of image pixels to earth coordinate system were also analyzed for improvement. The experimental results show that the cubic convolution based modeling is best suited for output pixel value transformation but it is computationally complex with a higher execution time. To improve this, a wavelet- transform based filter (Daubechies 4) was developed for image pixel transformation. The new method provides similar visual interpretation as cubic convolution but with much lower computational complexity and execution time. The proposed wavelet-transform based method is an order of magnitude faster than the cubic interpolation technique. Level-3 geometrically corrected FORMOSAT-2 images can be used for disaster investigation/ prediction, environmental monitoring, vegetation evaluation, and multi- temporal image matching. In our work, we have focused on the application of geometrically corrected imagery for disaster investigation.
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فیض کی نظم ’’ہم دیکھیں گے‘‘ کا تنقیدی جائزہ

موضوع 6:فیض احمد فیض کی نظم " ہم دیکھیں گے " کا تنقیدی جا ئزہ
ہم دیکھیں گے لازم ہے کہ ہم بھی دیکھیں گے
وہ دن کہ جس کا وعدہ ہے جو لوحِ ازل میں لکھا ہے
جب ظلم و ستم کے کوہ گراں روئی کی طرح اڑ جائیں گے
ہم محکوموں کے پاؤں تلے یہ دھرتی دھڑدھڑدھڑکے گی
اور اہلِ حکم کے سر اوپر جب بجلی کڑ کڑ کڑکے گی
جب ارضِ خدا کے کعبے سے سب بت اٹھوائے جائیں گے
ہم اہلِ صفا، مردودِ حر مسند پہ بٹھائے جائیں گے
سب تاج اچھالے جائیں گے سب تخت گرائے جائیں گے
بس نام رہے گا اللہ کا جو غائب بھی ہے حاضر بھی
جو منظر بھی ہے ناظر بھی اٹھے گا انا الحق کا نعرہ
جو میں بھی ہوں اور تم بھی ہو اور راج کرے گی خلقِ خدا
جو میں بھی ہوں اور تم بھی ہو
تنقیدی جائزہ
نظم کے عنوان کا پس منظر
"ہم دیکھیں گے" فیض احمد فیض کی ایک انتہائی مشہور و مقبول نظم ہے جس کا اصل عنوان "ویبقیٰ وجہ ربک" تھا۔ فیض کی یہ اکیس سطری نظم ان کے ساتویں شعری مجموعہ "میرے دل میرے مسافر" میں شامل ہے۔ فیض نے اس نظم کو پاکستانی آمر جنرل ضیاء الحق کے عہد حکومت کے استبداد کے خلاف احتجاجاً لکھا تھا لیکن جب مشہور مغنیہ اقبال بانو نے 13 فروری 1986ء کو الحمرا آرٹس کونسل کے ایک اجلاس میں سیاہ لباس پہن کر اسے پڑھا تو یہ نظم احتجاج و انقلاب کا استعارہ بن گئی اور ترقی پسندوں اور بائیں بازوکے افراد کی زبانوں پر مزاحمتی گیت کی شکل میں جاری ہو گئی۔اقبال بانو نے اس نظم کو ایسے وقت میں گایا تھا جب فیض کی شاعری پر پابندی عائد تھی اور سامعین میں اس قدر جوش امڈ آیا تھا کہ...

الأثر المباشر للمحاكاة في النقد الثقافي

يعد النقد الثقافي من الظواهر الادبية ما بعد نصية والذي يبحث في الأنساق المضمرة وبذلك أصبح هو وما انطوى تحت مظلته من نقد نسوي وهوية محاكاة وانعكاس للواقع. وهدفت الدراسة للتعرف على الأثر المباشر للمحاكاة في النقد الثقافي، وخلصت الدراسة الى أن النقد الثقافي وما انطوى تحت عباءته من نقد نسوي أو هوية يعد من المناهج ما بعد نصية التي تجاوزت النص لتبحث في مرجعياته الفكرية غير متجاهل للعلوم الانسانية من تاريخ واجتماع ونفس للكشف عن أنساقه المضمرة أو ابراز هوية ما، وهنا تكمن العلاقة بين تلك المناهج والمحاكاة وانعكاسها المباشر على الواقع

Growth and Physiological Responses of Rice to Pb and Amendments in Normal and Salt-Affected Soils

Contamination of soils by heavy metals is of widespread occurrence as a result of human activities. Among heavy metals, lead (Pb) is a potential pollutant that accumulates in soils, water, crops and atmosphere. Lead is not required for any known biological function but it is absorbed by crop plants and gets way into human food chain. There are few examples of genetic differences being exploited to produce low Pb containing rice through decreased metal uptake in Pb-contaminated areas. In normal and salt-affected soils, a very few efforts had been previously done to explore the growth and physiological responses of rice to Pb and inorganic amendments including calcium (Ca), sulphur (S) or phosphorous (P) based compounds. For these reasons, a research project with a series of experiments was carried out at University of Agriculture, Faisalabad, Pakistan and at Ghent University, Belgium. The first study was carried out to evaluate the variations among fourteen rice genotypes for Pb tolerance, accumulation and translocation in hydroponics, at different applied Pb salts i.e., PbCl2, PbSO4 and Pb(NO3)2 with their increasing application rates (0, 100 and 200 μM). The results showed that the Pb bioavailability/phyto-toxicity to rice was greater when Pb was applied as Pb(NO3)2 followed by PbCl2 and PbSO4. It was evident that Shaheen basmati and KS-282 rice varieties can be a wise choice in low to moderately Pbcontaminated areas for safe rice production. The second study was undertaken to investigate the effect of foliar applied Pb at 25 mg L-1 as PbCl2 and Pb(NO3)2 along with an uncontaminated control, for Pb tolerance, accumulation and translocation of rice genotypes. The results showed that the rice varieties had significant variations for Pb tolerance, absorption and translocation. Shaheen basmati and KS-282 rice varieties were proved to be Pb-tolerant. The foliar application of Pb(NO3)2 had more devastating effect than PbCl2. Salinity and heavy metals (e.g., Pb) can occur simultaneously in soil and water. Therefore, the differential growth and physiological responses of two rice varieties (Shaheen basmati and KS-282) were evaluated in normal and salt-affected Pb-contaminated soils in a pot study. The results showed that growth, yield and physiological indices of rice decreased with increasing rates of Pb (0, 50, 100 and 150 mg kg-1 soil) in both rice varieties in normal and salt-affected soils. The Pb concentration, uptake and translocation in rice increased with a gradual increase in soil applied Pb. At a certain defined rate of Pb (0, 50, 100 or 150 mg kgxxiii 1 soil), the concentration, uptake and translocation of Pb in rice straw and paddy was found significantly (p ≤ 0.05) higher in salt-affected soil than normal soil. The higher growth, yield, physiological features, lower Pb concentration, uptake and translocation were found in Shaheen basmati than KS-282, at all rates of applied Pb, in both types of soils. Chemical immobilization of Pb with soil-applied inorganic amendments seems very important for Pb-contaminated soils. A pot study was conducted to evaluate the effectiveness of inorganic amendments at different rates of application for the immobilization/remediation of Pb in normal and salt-affected soils. There were three amendments with different rates viz. gypsum (3, 6 and 9 me Ca 100g-1 soil), rock phosphate i.e., RP (3, 6 and 9 me Ca/P 100g-1 soil) and di-ammonium phosphate i.e., DAP (20 and 40 % higher P than the recommended P as DAP fertilizer). Shaheen basmati was grown in spiked soil with Pb at 100 mg kg-1. The results showed that the reduction in rice growth, yield and physiological attributes were more pronounced in salt-affected Pb-contaminated soil than normal Pb-contaminated soil. The decrease in rice growth, yield and physiological features were counteracted by the applied gypsum, RP and DAP amendments. Gypsum application at 9 me Ca 100g-1 soil was proved the most efficient in improving rice growth and yield, and reducing Pb concentration, accumulation and translocation in the normal and salt-affected Pb-contaminated soils. Total heavy metal contents provide little information on the bioavailability of the heavy metals. Understanding the mobility of Pb in the soil and its chemical speciation in the soil solution is of great importance for accurately assessing environmental risks posed by Pb. Therefore, an incubation study was conducted to explore the effect of amendments (gypsum, RP and DAP) under different soil moisture regimes i.e., flooding regime (FR) and 75 % field capacity (FC) and incubation time on Pb mobility and chemical speciation in normal and saltaffected Pb-contaminated paddy soils. The results showed that after 110 days of incubation, the concentration of Pb in pore water was more in soils at 75 % FC than FR. Gypsum remained more effective in reducing Pb bioavailability followed by DAP and RP. After 2 and 30 days of applied treatments, Pb species were estimated by using geochemical modeling software Visual MINTEQ version 3.0. Among these species, free Pb2+ was found more in Pb-contaminated soils, while PbCl+ was pronounced in salt-affected soils. Whereas, gypsum increased Pb(SO4)2 2-, while DAP and RP enhanced the PbH2PO4 + species formation and decreased free Pb2+ in pore water, thereby reduced the availability of Pb.