Nghiên cứu thay đổi dòng chảy và diễn biến bồi xói sông vàm nao do ảnh hưởng của hệ thống đê bao khu vực đồng bằng sông cửu long

ĐẠI HỌC QUỐC GIA TP HCM TRƯỜNG ĐẠI HỌC BÁCH KHOA NGUYỄN THỊ THẠCH THẢO NGHIÊN CỨU THAY ĐỔI DỊNG CHẢY VÀ DIỄN BIẾN BỒI XĨI SƠNG VÀM NAO DO ẢNH HƯỞNG CỦA HỆ THỐNG ĐÊ BAO KHU VỰC ĐỒNG BẰNG SÔNG CỬU LONG Chuyên ngành : Quản Lý Tài Nguyên Và Môi Trường Mã số: 8850101 LUẬN VĂN THẠC SĨ TP HỒ CHÍ MINH, tháng 02 năm 2020 CƠNG TRÌNH ĐƯỢC HỒN THÀNH TẠI TRƯỜNG ĐẠI HỌC BÁCH KHOA –ĐHQG -HCM Cán hướng dẫn khoa học : PGS TS Lê Song Giang Cán chấm nhận xét : PGS TS Lê Hoàng Nghiêm Cán chấm nhận xét : PGS TS Nguyễn Thống Luận văn thạc sĩ bảo vệ Trường Đại học Bách Khoa, ĐHQG Tp HCM ngày 06 tháng 01 năm 2020 Thành phần Hội đồng đánh giá luận văn thạc sĩ gồm: PGS TS Võ Lê Phú PGS TS Lê Hoàng Nghiêm PGS TS Nguyễn Thống PGS TS Chế Đình Lý TS Hà Dương Xuân Bảo Xác nhận Chủ tịch Hội đồng đánh giá LV Trưởng Khoa quản lý chuyên ngành sau luận văn sửa chữa (nếu có) CHỦ TỊCH HỘI ĐỒNG PGS TS Võ Lê Phú TRƯỞNG KHOA MÔI TRƯỜNG VÀ TÀI NGUYÊN PGS TS Võ Lê Phú ĐẠI HỌC QUỐC GIA TP.HCM TRƯỜNG ĐẠI HỌC BÁCH KHOA CỘNG HÒA XÃ HỘI CHỦ NGHĨA VIỆT NAM Độc lập - Tự - Hạnh phúc _ _ NHIỆM VỤ LUẬN VĂN THẠC SĨ Họ tên học viên: Nguyễn Thị Thạch Thảo MSHV: 1870065 Ngày, tháng, năm sinh: 20/01/1995 Nơi sinh: Bình Dương Chun ngành: Quản lý Tài ngun Mơi trường Mã số : 8850101 I TÊN ĐỀ TÀI: Tên Tiếng Việt : Nghiên cứu thay đổi dòng chảy diễn biến bồi xói sơng Vàm Nao ảnh hưởng hệ thống đê bao khu vực đồng sông Cửu Long Tên Tiếng Anh: Numerical study of the change of flow and sedimentation in Vam Nao river due to levee systems in Mekong Delta II NHIỆM VỤ VÀ NỘI DUNG: Nhiệm vụ: Nghiên cứu tác động đê bao Đồng Sông Cửu Long đến chế độ dịng chảy chế độ bồi xói sơng Vàm Nao (An Giang) Nội dung: + Tổng quan tài liệu nghiên cứu + Xây dựng mơ hình tốn dịng chảy tính tốn bùn cát theo kịch bản: có đê bao khơng có đê bao + Đề xuất phương án quản lý giảm thiểu tác động hệ thống đê bao đến chế độ thủy văn bùn cát sông Vàm Nao III NGÀY GIAO NHIỆM VỤ: 11/02/2019 IV NGÀY HOÀN THÀNH NHIỆM VỤ: 08/12/2019 V CÁN BỘ HƯỚNG DẪN : PGS TS Lê Song Giang Tp HCM, ngày 25 tháng 02 năm 2020 CÁN BỘ HƯỚNG DẪN (Họ tên chữ ký) CHỦ NHIỆM BỘ MÔN ĐÀO TẠO (Họ tên chữ ký) PGS.TS Lê Song Giang TS Lâm Văn Giang TRƯỞNG KHOA MÔI TRƯỜNG VÀ TÀI NGUYÊN (Họ tên chữ ký) PGS.TS Võ Lê Phú ACKNOWLEDGEMENT First of all, I would like to express my deep respects and sincere gratitude to my supervisor Assoc Prof Dr Le Song Giang for his devoted guidance, numerous valuable suggestions, and encouragement throughout this work He tried to guide me to enhance the quality of this work and present it in the best possible way He taught me how to be a good researcher He is one of few people have influenced me personally and academically over the years in my student life I thank you for helping me on how to handle heavy work and live loads For all, thank you, professor Le Song Giang I would like to thank M.S Tran Thi My Hong I greatly benefited from her keen scientific insight, their knack for solving seemingly intractable practical difficulties, and their ability to put complex ideas into simple terms Every result described in this thesis was accomplished with the help and support of my study group without their efforts my job would have undoubtedly been more difficult My thanks also go to the department of fluid mechanic During this stay, I met the people who inspired me to stay in lab, research and got there in the end I would like to thank the various members of fluid mechanic laboratory and teachers work in department with whom I had the opportunity to work and have not already mentioned for their help, moral support and cooperation which contributed in various ways to the completion of this dissertation To complete my long journey, I also would like to thank from deep within hearts to Mom, Dad and my sister for their constant love and support Especially, sincere thanks to Mr Vo Quang Minh Hoang for their valuable comments me, patience and understanding in difficult times of this thesis I will never forget the days near the deadline, you have always encouraged and helped me a lot Without you all, I would certainly not be here today to submit my master thesis Thank you everyone for all! Your sincerely, Nguyen Thi Thach Thao i ABTRACT In recent 20 years, a large number of levees (flood dykes) have been built by humans or formed naturally along the Vietnamese Mekong Delta River levees, considered as a defense structure, are constructed to prevent flooding of the basin, protect livelihood and confine the flow of the river for higher and faster flow Although the construction of dykes helps local communities to increase agricultural production, contribute to poverty alleviation and reduce flood-driven damage, it also leads to the alteration of the natural hydrological regimes of the floodplains and the increase of flood risks to other areas in the delta Thus, hydrodynamic modelling is needed to further understand the impact of levee systems on the hydrology of the region and will help formulate appropriate water resources management and development plan options By using a 3D integrated model of F28 software and detailed application of a hydrodynamic model for the Mekong floodplains and delta the effects of levees were confirmed TÓM TẮT Trong 20 năm trở lại đây, số lượng lớn đê bao (đê chống lũ) xây dựng hình thành tự nhiên dọc theo Đồng Sông Cửu Long Đê bao coi cấu trúc phòng thủ, xây dựng để ngăn lũ lụt đồng bằng, bảo vệ sinh kế người dân hạn chế tốc độ dòng chảy Mặc dù việc xây dựng đê giúp cộng đồng địa phương tăng gia sản xuất nơng nghiệp, góp phần xóa đói giảm nghèo giảm thiệt hại lũ lụt, dẫn đến thay đổi chế độ thủy văn tự nhiên vùng lũ tăng rủi ro lũ lụt cho khu vực khác đồng Do đó, việc ứng dụng mơ hình thủy động lực vào quản lý cần thiết để hiểu thêm tác động hệ thống đê thủy văn khu vực đồng thời góp phần hình thành việc lựa chọn kế hoạch phát triển quản lý tài nguyên nước thích hợp Bằng việc sử dụng mơ hình tích hợp 3D phần mềm F28 ứng dụng chi tiết mơ hình thủy động lực cho vùng đồng sông Cửu Long, tác động đê làm rõ ii LỜI CAM ĐOAN Tơi xin cam đoan cơng trình nghiên cứu Các số liệu, thông tin, tài liệu trích dẫn sử dụng luận văn có nguồn gốc rõ ràng Kết nghiên cứu trung thực chưa công bố công trình khác Người thực Nguyễn Thị Thạch Thảo iii TABLE OF CONTENTS TABLE OF CONTENTS .iv LIST OF FIGURES vi LIST OF TABLES viii LIST OF ABBREVIATIONS ix CHAPTER INTRODUCTION 1.1 Problem statement 1.2 Research objectives 1.2.1 The general objective 1.2.2 The specific objective 1.3 Scope and limitations of the thesis 1.3.1 Study scope 1.3.2 Study subjects 1.4 Research contents .5 1.5 The meaning of research 1.5.1 Scientific meaning .6 1.5.2 Practical meaning 1.5.3 The novelty of this research CHAPTER LITERATURE REVIEW .8 2.1 The general hydrology and flooding at the Vietnamese VMD (VMD) .9 2.1.1 The general hydrology at the VMD 2.1.2 The general flooding at the Vietnamese Mekong Delta 11 2.1.3 Mechanisms of physical erosion and sediment transport in Vietnamese Mekong Delta 13 2.2 Vam Nao River 16 2.2.1 Geographical conditions 16 2.2.2 Hydrological characterises in Vam Nao river .17 2.3 Erosion and landslide situation of the Vietnamese Mekong Delta and Vam Nao River 18 iv 2.4 Levee system in Vietnamese Mekong Delta .23 2.5 Regional and local studies 26 2.5.1 Developing the physical models for experiment or use situ methods 26 2.5.2 Developing methods and calculation tools that are mainly computer software 27 2.5.3 Calculate specific math problems 28 CHAPTER METHODOLOGY 29 3.1 Research Data Collection Method 30 3.1.1 Qualitative Research Data 30 3.1.2 Spatial data 30 3.1.3 References Data 30 3.2 Field Methods .30 3.3 1D2D3D integrated description 31 3.3.1 The basic formulas 31 3.3.2 Sediment transport process in river flow .33 3.4 Model construction .37 3.4.1 1D2D3D integrated setup 37 3.4.2 Hydrodynamic modeling scenarios .39 CHAPTER RESULTS AND DISCUSSIONS 40 4.1 The flow structure and morphology properties in Vam Nao river before building the levee systems in the VMD upstream 41 4.2 The impacts of levee system on the flow regime of Vam Nao river 45 4.3 The impacts of levee system on the sedimentation of Vam Nao river .54 4.3.1 Bed erosion 54 4.3.2 Sediment process 61 4.4 Recommendation for water resources management 64 LIST OF RELATED RESEARCH HAS BEEN PUBLISHED 71 REFERENCES 73 APENDIX .80 v LIST OF FIGURES Figure 1-1 Land use types of the Vietnamese Mekong Delta (Chapman, 2018) Figure 1-2 Vam Nao River Figure 2-1 The two seasons of the Mekong River’s hydrological year (Adamson, 2006) Figure 2-2 The Lower VMD Zone including two main tributaries: the Mekong (Tien river) to the North, and Bassac (Hau river) to the South (Marchesiello et al., 2019) .10 Figure 2-3 The distribution diagram of bottom sediment in Tien and Hau rivers (Source: Marcello et al., 2017) 15 Figure 2-4 Hjulstrom-Sungborg diagram (Hjulstrom, 1935) 16 Figure 2-5 Online map of coastal erosion, river bank erosion and landslide sites in the VMD (Source: http://satlodbscl.phongchongthientai.vn, update on 7:00AM, 7th December 2019 ) 20 Figure 2-6 Vam Nao river after the landslide on 22 April 2017 20 Figure 2-7 The situation of sedimentation and landslide at the junction of Hau river Vam Nao river (Ngoc, 2018) 22 Figure 2-8 Levee systems in Vietnamese Mekong Delta (Source: Vietnam News Agency) 23 Figure 2-9 Levee networks of the Vietnamese Mekong Delta (Chapman and Darby, 2016) 25 Figure 2-10 The location of high levee system (green dots) in upstream provinces of the Vietnamese Mekong Delta (Triet et al., 2017) 25 Figure 3-1 Sampling sites in Vam Nao river 31 Figure 3-2 Broad-crested spillway 32 Figure 3-3 Lateral link at river banks 33 Figure 3-4 Modes of sediment transport: bed load transport at small shear stresses (A), sheet flow (B), suspended sediment (C) 34 Figure 3-5 1D sub-model (left) and 2D sub-model .37 Figure 3-6 Computational mesh of VamNao river 3D model integrated in Mekong delta model 38 Figure 4-1 Morphology schematic of the study area .40 Figure 4-2 The morphology of the Vam Nao river bed after flood periods of 1998, 1992 and 2011 .43 Figure 4-3 The velocity field on the surface (blue vector) and at the bottom (red vector) Vam-Nao river during the flood-peaks of 1998 (small flood), 1992 (moderate flood), 2011 (huge flood) 44 vi Figure 4-4 The typical velocity field in the Vam Nao river (1998, 1992, 2011) 45 Figure 4-5 The velocity vector fields at Vam nao - Bassac river confluence during the peak-flood of 1998 (A), 1992 (B), 2011 (C) in two cases of with levees and no levees (G1: at the bottom, G5: on surface) .48 Figure 4-6 The velocity vector fields at Vam nao – Tien river confluence during the peak-flood of 1998 (A), 1992 (B), 2011 (C) in two cases of with levees and no levees (G1: at the bottom, G5: on surface) .51 Figure 4-7 The change of velocity due to levees at Vam Nao - Bassac confl at the bottom (G1) and the flow uence during floods in 1998, 1992 and 2011 (in percent) between the flow on the surface (G5 .53 Figure 4-8 The water level at nodes in the flood peaks of 1998, 1992 and 2011 with two screnarios (no levees, with levees) 54 Figure 4-9 Velocity on the section plane and velocity perpendicular to the section during flood peaks in yeas of 1998, 1992, 2011 58 Figure 4-10 The change of river bed depth at cross-sections in the huge flood (2011) .59 Figure 4-11 Location of cross-sections 60 Figure 4-12 The sedimentation process due to levees at Vam Nao - Bassac confluence during floods in 1998, 1992 and 2011 between without levees scenario and with present levees scenario 62 Figure 4-13 The sedimentaion process due to levees at Vam Nao – Tien river confluence during floods in 1998, 1992 and 2000 between without levees scenario and with present levees scenario 63 Figure 4-14 Suspended sediment concentrations (g/l) during flood years (1998, 1992, 2011) at two scenarios 64 Figure 4-15 The relative change in the channel-bed sediment of flood years (1998, 1992, 2011) in two scenarios 64 Figure 4-16 The management Option .65 Figure 4-17 The line graph of the flow (Q), the velocity (V), and the water level (Z) in Vam Nao river in Option 66 Figure 4-18 The management Option .67 Figure 4-19 The line graph of the flow (Q), the velocity (V), and the water level (Z) in Vam Nao river in Option 68 vii 2/16/1998 2/17/1998 2/18/1998 2/19/1998 2/20/1998 2/21/1998 2/22/1998 2/23/1998 2/24/1998 2/25/1998 2/26/1998 2/27/1998 2/28/1998 3/1/1998 3/2/1998 3/3/1998 3/4/1998 3/5/1998 3/6/1998 3/7/1998 3/8/1998 3/9/1998 3/10/1998 3/11/1998 3/12/1998 3/13/1998 3/14/1998 3/15/1998 3/16/1998 3/17/1998 3/18/1998 3/19/1998 3/20/1998 3/21/1998 3/22/1998 3/23/1998 3/24/1998 3/25/1998 3/26/1998 3/27/1998 3/28/1998 3/29/1998 3/30/1998 3/31/1998 4/1/1998 4/2/1998 4/3/1998 4/4/1998 2.56E+03 2.52E+03 2.50E+03 2.47E+03 2.44E+03 2.43E+03 2.42E+03 2.38E+03 2.34E+03 2.33E+03 2.34E+03 2.38E+03 2.37E+03 2.35E+03 2.34E+03 2.30E+03 2.28E+03 2.26E+03 2.26E+03 2.25E+03 2.25E+03 2.25E+03 2.24E+03 2.24E+03 2.23E+03 2.23E+03 2.22E+03 2.22E+03 2.21E+03 2.21E+03 2.19E+03 2.17E+03 2.16E+03 2.14E+03 2.12E+03 2.11E+03 2.10E+03 2.10E+03 2.09E+03 2.09E+03 2.09E+03 2.09E+03 2.08E+03 2.08E+03 2.08E+03 2.07E+03 2.07E+03 2.07E+03 3.88E+01 3.99E+01 4.20E+01 3.88E+01 3.85E+01 3.15E+01 2.63E+01 3.10E+01 3.04E+01 3.14E+01 3.20E+01 2.89E+01 2.47E+01 1.88E+01 3.40E+01 3.20E+01 3.21E+01 3.11E+01 2.89E+01 2.84E+01 2.59E+01 2.74E+01 3.46E+01 2.80E+01 2.89E+01 3.05E+01 3.30E+01 2.64E+01 3.35E+01 3.19E+01 3.46E+01 3.11E+01 4.64E+01 3.84E+01 1.43E+01 1.95E+01 1.93E+01 2.27E+01 4.76E+01 1.85E+01 1.22E+01 9.76E+00 2.04E+01 2.04E+01 2.12E+01 1.99E+01 2.03E+01 1.95E+01 6.28E+00 6.46E+00 6.80E+00 6.28E+00 6.24E+00 5.10E+00 4.26E+00 5.02E+00 4.92E+00 5.08E+00 5.18E+00 4.68E+00 4.00E+00 3.04E+00 5.50E+00 5.18E+00 5.20E+00 5.04E+00 4.68E+00 4.60E+00 4.20E+00 4.44E+00 5.60E+00 4.54E+00 4.68E+00 4.94E+00 5.34E+00 4.28E+00 5.42E+00 5.16E+00 5.60E+00 5.04E+00 7.52E+00 6.22E+00 2.32E+00 3.16E+00 3.12E+00 3.68E+00 7.70E+00 3.00E+00 1.98E+00 1.58E+00 3.30E+00 3.30E+00 3.44E+00 3.22E+00 3.28E+00 3.16E+00 6.28E+01 6.46E+01 6.80E+01 6.28E+01 6.24E+01 5.10E+01 4.26E+01 5.02E+01 4.92E+01 5.08E+01 5.18E+01 4.68E+01 4.00E+01 3.04E+01 5.50E+01 5.18E+01 5.20E+01 5.04E+01 4.68E+01 4.60E+01 4.20E+01 4.44E+01 5.60E+01 4.54E+01 4.68E+01 4.94E+01 5.34E+01 4.28E+01 5.42E+01 5.16E+01 5.60E+01 5.04E+01 7.52E+01 6.22E+01 2.32E+01 3.16E+01 3.12E+01 3.68E+01 7.70E+01 3.00E+01 1.98E+01 1.58E+01 3.30E+01 3.30E+01 3.44E+01 3.22E+01 3.28E+01 3.16E+01 97 3.14E+02 3.23E+02 3.40E+02 3.14E+02 3.12E+02 2.55E+02 2.13E+02 2.51E+02 2.46E+02 2.54E+02 2.59E+02 2.34E+02 2.00E+02 1.52E+02 2.75E+02 2.59E+02 2.60E+02 2.52E+02 2.34E+02 2.30E+02 2.10E+02 2.22E+02 2.80E+02 2.27E+02 2.34E+02 2.47E+02 2.67E+02 2.14E+02 2.71E+02 2.58E+02 2.80E+02 2.52E+02 3.76E+02 3.11E+02 1.16E+02 1.58E+02 1.56E+02 1.84E+02 3.85E+02 1.50E+02 9.90E+01 7.90E+01 1.65E+02 1.65E+02 1.72E+02 1.61E+02 1.64E+02 1.58E+02 3.42E+01 3.39E+01 3.38E+01 3.36E+01 3.34E+01 3.34E+01 3.33E+01 3.31E+01 3.28E+01 3.28E+01 3.28E+01 3.31E+01 3.30E+01 3.29E+01 3.28E+01 3.26E+01 3.25E+01 3.23E+01 3.23E+01 3.22E+01 3.22E+01 3.22E+01 3.22E+01 3.22E+01 3.21E+01 3.21E+01 3.20E+01 3.20E+01 3.20E+01 3.20E+01 3.19E+01 3.18E+01 3.16E+01 3.15E+01 3.14E+01 3.13E+01 3.13E+01 3.13E+01 3.12E+01 3.12E+01 3.12E+01 3.12E+01 3.11E+01 3.11E+01 3.11E+01 3.11E+01 3.11E+01 3.11E+01 5.11E-02 5.03E-02 4.99E-02 4.93E-02 4.88E-02 4.86E-02 4.84E-02 4.76E-02 4.68E-02 4.66E-02 4.68E-02 4.76E-02 4.74E-02 4.70E-02 4.68E-02 4.60E-02 4.57E-02 4.53E-02 4.53E-02 4.50E-02 4.50E-02 4.50E-02 4.47E-02 4.47E-02 4.45E-02 4.45E-02 4.44E-02 4.44E-02 4.42E-02 4.42E-02 4.38E-02 4.35E-02 4.31E-02 4.28E-02 4.24E-02 4.22E-02 4.21E-02 4.21E-02 4.17E-02 4.17E-02 4.17E-02 4.17E-02 4.15E-02 4.15E-02 4.15E-02 4.14E-02 4.14E-02 4.14E-02 2.56E-02 2.52E-02 2.50E-02 2.47E-02 2.44E-02 2.43E-02 2.42E-02 2.38E-02 2.34E-02 2.33E-02 2.34E-02 2.38E-02 2.37E-02 2.35E-02 2.34E-02 2.30E-02 2.28E-02 2.26E-02 2.26E-02 2.25E-02 2.25E-02 2.25E-02 2.24E-02 2.24E-02 2.23E-02 2.23E-02 2.22E-02 2.22E-02 2.21E-02 2.21E-02 2.19E-02 2.17E-02 2.16E-02 2.14E-02 2.12E-02 2.11E-02 2.10E-02 2.10E-02 2.09E-02 2.09E-02 2.09E-02 2.09E-02 2.08E-02 2.08E-02 2.08E-02 2.07E-02 2.07E-02 2.07E-02 4/5/1998 4/6/1998 4/7/1998 4/8/1998 4/9/1998 4/10/1998 4/11/1998 4/12/1998 4/13/1998 4/14/1998 4/15/1998 4/16/1998 4/17/1998 4/18/1998 4/19/1998 4/20/1998 4/21/1998 4/22/1998 4/23/1998 4/24/1998 4/25/1998 4/26/1998 4/27/1998 4/28/1998 4/29/1998 4/30/1998 5/1/1998 5/2/1998 5/3/1998 5/4/1998 5/5/1998 5/6/1998 5/7/1998 5/8/1998 5/9/1998 5/10/1998 5/11/1998 5/12/1998 5/13/1998 5/14/1998 5/15/1998 5/16/1998 5/17/1998 5/18/1998 5/19/1998 5/20/1998 5/21/1998 5/22/1998 2.06E+03 2.06E+03 2.05E+03 2.05E+03 2.05E+03 2.04E+03 2.04E+03 2.04E+03 2.03E+03 2.03E+03 2.09E+03 2.17E+03 2.26E+03 2.32E+03 2.38E+03 2.45E+03 2.54E+03 2.63E+03 2.66E+03 2.62E+03 2.52E+03 2.47E+03 2.42E+03 2.42E+03 2.38E+03 2.34E+03 2.34E+03 2.33E+03 2.32E+03 2.31E+03 2.33E+03 2.38E+03 2.44E+03 2.48E+03 2.52E+03 2.58E+03 2.64E+03 2.69E+03 2.58E+03 2.52E+03 2.46E+03 2.46E+03 2.46E+03 2.54E+03 2.63E+03 2.86E+03 3.03E+03 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2.68E-01 2.63E-01 2.43E-01 2.25E-01 2.35E-01 2.37E-01 2.22E-01 2.03E-01 1.92E-01 1.93E-01 2.00E-01 1.93E-01 1.81E-01 1.74E-01 1.68E-01 1.61E-01 1.56E-01 1.49E-01 1.45E-01 1.41E-01 1.39E-01 1.38E-01 1.36E-01 1.40E-01 1.35E-01 1.33E-01 1.33E-01 1.29E-01 1.24E-01 1.21E-01 1.17E-01 1.15E-01 1.14E-01 1.16E-01 1.30E-01 1.39E-01 1.40E-01 1.57E-01 1.74E-01 1.94E-01 2.17E-01 2.70E-01 2.68E-01 2.65E-01 2.53E-01 2.45E-01 2.59E-01 1.36E-01 1.34E-01 1.31E-01 1.22E-01 1.13E-01 1.18E-01 1.19E-01 1.11E-01 1.02E-01 9.57E-02 9.63E-02 9.98E-02 9.63E-02 9.06E-02 8.71E-02 8.38E-02 8.06E-02 7.82E-02 7.45E-02 7.24E-02 7.07E-02 6.94E-02 6.87E-02 6.79E-02 6.98E-02 6.77E-02 6.64E-02 6.66E-02 6.43E-02 6.21E-02 6.07E-02 5.85E-02 5.77E-02 5.72E-02 5.80E-02 6.49E-02 6.94E-02 7.01E-02 7.86E-02 8.71E-02 9.71E-02 1.09E-01 1.35E-01 1.34E-01 1.33E-01 1.27E-01 1.23E-01 1.30E-01 12/1/1998 12/2/1998 12/3/1998 12/4/1998 12/5/1998 12/6/1998 12/7/1998 12/8/1998 12/9/1998 12/10/1998 12/11/1998 12/12/1998 12/13/1998 12/14/1998 12/15/1998 12/16/1998 12/17/1998 12/18/1998 12/19/1998 12/20/1998 12/21/1998 12/22/1998 12/23/1998 12/24/1998 12/25/1998 12/26/1998 12/27/1998 12/28/1998 12/29/1998 12/30/1998 12/31/1998 1.20E+04 1.00E+04 8.50E+03 7.59E+03 6.87E+03 6.38E+03 6.04E+03 5.60E+03 5.45E+03 5.37E+03 5.31E+03 5.18E+03 5.12E+03 5.05E+03 5.08E+03 5.35E+03 5.70E+03 6.00E+03 6.04E+03 5.97E+03 5.84E+03 5.64E+03 5.44E+03 5.24E+03 4.91E+03 4.64E+03 4.42E+03 4.17E+03 4.00E+03 3.87E+03 3.75E+03 1.40E+02 1.31E+02 9.87E+01 1.04E+02 1.12E+02 9.76E+01 9.73E+01 9.58E+01 9.02E+01 8.24E+01 9.68E+01 9.53E+01 1.00E+02 1.11E+02 1.28E+02 1.30E+02 1.10E+02 1.07E+02 9.25E+01 9.20E+01 9.53E+01 1.01E+02 9.73E+01 9.58E+01 9.00E+01 8.60E+01 8.95E+01 7.32E+01 7.16E+01 6.47E+01 4.11E+01 2.27E+01 2.12E+01 1.60E+01 1.68E+01 1.81E+01 1.58E+01 1.58E+01 1.55E+01 1.46E+01 1.33E+01 1.57E+01 1.54E+01 1.63E+01 1.79E+01 2.07E+01 2.11E+01 1.78E+01 1.73E+01 1.50E+01 1.49E+01 1.54E+01 1.64E+01 1.58E+01 1.55E+01 1.46E+01 1.39E+01 1.45E+01 1.19E+01 1.16E+01 1.05E+01 6.66E+00 2.27E+02 2.12E+02 1.60E+02 1.68E+02 1.81E+02 1.58E+02 1.58E+02 1.55E+02 1.46E+02 1.33E+02 1.57E+02 1.54E+02 1.63E+02 1.79E+02 2.07E+02 2.11E+02 1.78E+02 1.73E+02 1.50E+02 1.49E+02 1.54E+02 1.64E+02 1.58E+02 1.55E+02 1.46E+02 1.39E+02 1.45E+02 1.19E+02 1.16E+02 1.05E+02 6.66E+01 103 1.14E+03 1.06E+03 7.99E+02 8.39E+02 9.06E+02 7.90E+02 7.88E+02 7.76E+02 7.30E+02 6.67E+02 7.84E+02 7.72E+02 8.13E+02 8.97E+02 1.03E+03 1.05E+03 8.92E+02 8.66E+02 7.49E+02 7.45E+02 7.72E+02 8.19E+02 7.88E+02 7.76E+02 7.29E+02 6.96E+02 7.25E+02 5.93E+02 5.80E+02 5.24E+02 3.33E+02 6.85E+01 6.31E+01 5.86E+01 5.57E+01 5.33E+01 5.15E+01 5.03E+01 4.86E+01 4.80E+01 4.77E+01 4.74E+01 4.69E+01 4.67E+01 4.64E+01 4.65E+01 4.76E+01 4.90E+01 5.02E+01 5.03E+01 5.00E+01 4.95E+01 4.87E+01 4.80E+01 4.72E+01 4.58E+01 4.47E+01 4.37E+01 4.26E+01 4.18E+01 4.12E+01 4.06E+01 2.40E-01 2.00E-01 1.70E-01 1.52E-01 1.38E-01 1.28E-01 1.21E-01 1.12E-01 1.09E-01 1.07E-01 1.06E-01 1.04E-01 1.02E-01 1.01E-01 1.02E-01 1.07E-01 1.14E-01 1.20E-01 1.21E-01 1.19E-01 1.17E-01 1.13E-01 1.09E-01 1.05E-01 9.82E-02 9.28E-02 8.84E-02 8.34E-02 8.00E-02 7.75E-02 7.51E-02 1.20E-01 1.00E-01 8.50E-02 7.59E-02 6.87E-02 6.38E-02 6.04E-02 5.60E-02 5.45E-02 5.37E-02 5.31E-02 5.18E-02 5.12E-02 5.05E-02 5.08E-02 5.35E-02 5.70E-02 6.00E-02 6.04E-02 5.97E-02 5.84E-02 5.64E-02 5.44E-02 5.24E-02 4.91E-02 4.64E-02 4.42E-02 4.17E-02 4.00E-02 3.87E-02 3.75E-02 Year 2011 Day 1/1/2011 1/2/2011 1/3/2011 1/4/2011 1/5/2011 1/6/2011 1/7/2011 1/8/2011 1/9/2011 1/10/2011 1/11/2011 1/12/2011 1/13/2011 1/14/2011 1/15/2011 1/16/2011 1/17/2011 1/18/2011 1/19/2011 1/20/2011 1/21/2011 1/22/2011 1/23/2011 1/24/2011 1/25/2011 1/26/2011 1/27/2011 1/28/2011 1/29/2011 1/30/2011 1/31/2011 2/1/2011 2/2/2011 2/3/2011 2/4/2011 2/5/2011 2/6/2011 2/7/2011 2/8/2011 2/9/2011 2/10/2011 2/11/2011 2/12/2011 2/13/2011 2/14/2011 2/15/2011 2/16/2011 2/17/2011 2/18/2011 2/19/2011 2/20/2011 B1 4.10E+03 3.92E+03 3.78E+03 3.59E+03 3.42E+03 3.29E+03 3.14E+03 3.12E+03 3.14E+03 3.17E+03 3.21E+03 3.23E+03 3.22E+03 3.24E+03 3.28E+03 3.23E+03 3.22E+03 3.16E+03 3.12E+03 3.07E+03 3.03E+03 3.02E+03 2.97E+03 2.93E+03 2.88E+03 2.82E+03 2.81E+03 2.77E+03 2.88E+03 2.96E+03 3.06E+03 2.96E+03 2.81E+03 2.70E+03 2.62E+03 2.54E+03 2.49E+03 2.47E+03 2.47E+03 2.50E+03 2.56E+03 2.62E+03 2.65E+03 2.69E+03 2.68E+03 2.68E+03 2.61E+03 2.56E+03 2.55E+03 2.54E+03 2.49E+03 B2 2.77E+01 2.24E+01 2.95E+01 3.42E+01 3.72E+01 3.38E+01 4.48E+01 3.74E+01 2.72E+01 3.64E+01 4.22E+01 4.59E+01 4.27E+01 3.72E+01 4.42E+01 3.69E+01 4.46E+01 4.19E+01 3.95E+01 4.11E+01 4.05E+01 4.95E+01 4.32E+01 5.31E+01 4.20E+01 4.89E+01 3.22E+01 3.35E+01 3.73E+01 3.15E+01 3.27E+01 2.95E+01 9.21E+00 9.49E+00 1.52E+01 2.32E+01 7.73E+00 7.35E+00 1.75E+01 1.72E+01 3.19E+01 2.56E+01 1.83E+01 1.96E+01 3.38E+01 3.09E+01 2.99E+01 3.58E+01 3.14E+01 3.47E+01 3.34E+01 B3 4.48E+00 3.62E+00 4.78E+00 5.54E+00 6.02E+00 5.48E+00 7.26E+00 6.06E+00 4.40E+00 5.90E+00 6.84E+00 7.44E+00 6.92E+00 6.02E+00 7.16E+00 5.98E+00 7.22E+00 6.78E+00 6.40E+00 6.66E+00 6.56E+00 8.02E+00 7.00E+00 8.60E+00 6.80E+00 7.92E+00 5.22E+00 5.42E+00 6.04E+00 5.10E+00 5.30E+00 4.78E+00 1.49E+00 1.54E+00 2.46E+00 3.76E+00 1.25E+00 1.19E+00 2.84E+00 2.78E+00 5.16E+00 4.14E+00 2.96E+00 3.18E+00 5.48E+00 5.00E+00 4.84E+00 5.80E+00 5.08E+00 5.62E+00 5.40E+00 B4 4.48E+01 3.62E+01 4.78E+01 5.54E+01 6.02E+01 5.48E+01 7.26E+01 6.06E+01 4.40E+01 5.90E+01 6.84E+01 7.44E+01 6.92E+01 6.02E+01 7.16E+01 5.98E+01 7.22E+01 6.78E+01 6.40E+01 6.66E+01 6.56E+01 8.02E+01 7.00E+01 8.60E+01 6.80E+01 7.92E+01 5.22E+01 5.42E+01 6.04E+01 5.10E+01 5.30E+01 4.78E+01 1.49E+01 1.54E+01 2.46E+01 3.76E+01 1.25E+01 1.19E+01 2.84E+01 2.78E+01 5.16E+01 4.14E+01 2.96E+01 3.18E+01 5.48E+01 5.00E+01 4.84E+01 5.80E+01 5.08E+01 5.62E+01 5.40E+01 104 B5 2.24E+02 1.81E+02 2.39E+02 2.77E+02 3.01E+02 2.74E+02 3.63E+02 3.03E+02 2.20E+02 2.95E+02 3.42E+02 3.72E+02 3.46E+02 3.01E+02 3.58E+02 2.99E+02 3.61E+02 3.39E+02 3.20E+02 3.33E+02 3.28E+02 4.01E+02 3.50E+02 4.30E+02 3.40E+02 3.96E+02 2.61E+02 2.71E+02 3.02E+02 2.55E+02 2.65E+02 2.39E+02 7.46E+01 7.68E+01 1.23E+02 1.88E+02 6.26E+01 5.95E+01 1.42E+02 1.39E+02 2.58E+02 2.07E+02 1.48E+02 1.59E+02 2.74E+02 2.50E+02 2.42E+02 2.90E+02 2.54E+02 2.81E+02 2.70E+02 B6 4.23E+01 4.14E+01 4.07E+01 3.98E+01 3.89E+01 3.83E+01 3.75E+01 3.73E+01 3.75E+01 3.76E+01 3.78E+01 3.80E+01 3.79E+01 3.80E+01 3.82E+01 3.80E+01 3.79E+01 3.76E+01 3.74E+01 3.71E+01 3.69E+01 3.68E+01 3.65E+01 3.63E+01 3.60E+01 3.57E+01 3.56E+01 3.54E+01 3.60E+01 3.65E+01 3.71E+01 3.65E+01 3.57E+01 3.50E+01 3.46E+01 3.41E+01 3.38E+01 3.36E+01 3.36E+01 3.38E+01 3.42E+01 3.46E+01 3.47E+01 3.49E+01 3.49E+01 3.49E+01 3.45E+01 3.42E+01 3.41E+01 3.40E+01 3.37E+01 B7 8.21E-02 7.84E-02 7.55E-02 7.18E-02 6.84E-02 6.58E-02 6.28E-02 6.23E-02 6.29E-02 6.35E-02 6.42E-02 6.47E-02 6.44E-02 6.49E-02 6.56E-02 6.46E-02 6.44E-02 6.32E-02 6.24E-02 6.14E-02 6.05E-02 6.03E-02 5.94E-02 5.86E-02 5.76E-02 5.64E-02 5.62E-02 5.54E-02 5.76E-02 5.92E-02 6.13E-02 5.91E-02 5.63E-02 5.39E-02 5.25E-02 5.08E-02 4.98E-02 4.93E-02 4.93E-02 5.01E-02 5.11E-02 5.25E-02 5.30E-02 5.38E-02 5.37E-02 5.35E-02 5.22E-02 5.12E-02 5.11E-02 5.08E-02 4.98E-02 B8 4.10E-02 3.92E-02 3.78E-02 3.59E-02 3.42E-02 3.29E-02 3.14E-02 3.12E-02 3.14E-02 3.17E-02 3.21E-02 3.23E-02 3.22E-02 3.24E-02 3.28E-02 3.23E-02 3.22E-02 3.16E-02 3.12E-02 3.07E-02 3.03E-02 3.02E-02 2.97E-02 2.93E-02 2.88E-02 2.82E-02 2.81E-02 2.77E-02 2.88E-02 2.96E-02 3.06E-02 2.96E-02 2.81E-02 2.70E-02 2.62E-02 2.54E-02 2.49E-02 2.47E-02 2.47E-02 2.50E-02 2.56E-02 2.62E-02 2.65E-02 2.69E-02 2.68E-02 2.68E-02 2.61E-02 2.56E-02 2.55E-02 2.54E-02 2.49E-02 2/21/2011 2/22/2011 2/23/2011 2/24/2011 2/25/2011 2/26/2011 2/27/2011 2/28/2011 3/1/2011 3/2/2011 3/3/2011 3/4/2011 3/5/2011 3/6/2011 3/7/2011 3/8/2011 3/9/2011 3/10/2011 3/11/2011 3/12/2011 3/13/2011 3/14/2011 3/15/2011 3/16/2011 3/17/2011 3/18/2011 3/19/2011 3/20/2011 3/21/2011 3/22/2011 3/23/2011 3/24/2011 3/25/2011 3/26/2011 3/27/2011 3/28/2011 3/29/2011 3/30/2011 3/31/2011 4/1/2011 4/2/2011 4/3/2011 4/4/2011 4/5/2011 4/6/2011 4/7/2011 4/8/2011 4/9/2011 4/10/2011 4/11/2011 4/12/2011 4/13/2011 4/14/2011 2.44E+03 2.41E+03 2.38E+03 2.37E+03 2.40E+03 2.50E+03 2.52E+03 2.55E+03 2.57E+03 2.59E+03 2.55E+03 2.49E+03 2.48E+03 2.46E+03 2.41E+03 2.39E+03 2.33E+03 2.26E+03 2.20E+03 2.17E+03 2.14E+03 2.16E+03 2.24E+03 2.32E+03 2.33E+03 2.32E+03 2.35E+03 2.31E+03 2.29E+03 2.31E+03 2.39E+03 2.46E+03 2.46E+03 2.54E+03 2.65E+03 2.75E+03 2.80E+03 2.90E+03 2.92E+03 2.90E+03 2.93E+03 3.05E+03 3.17E+03 3.15E+03 3.08E+03 3.01E+03 2.89E+03 2.86E+03 2.79E+03 2.78E+03 2.77E+03 2.77E+03 2.83E+03 4.05E+01 4.06E+01 4.73E+01 4.84E+01 5.04E+01 1.83E+01 9.97E+00 2.35E+01 2.75E+01 3.89E+01 3.47E+01 2.94E+01 1.19E+01 1.19E+01 3.37E+01 3.99E+01 3.82E+01 3.34E+01 3.75E+01 3.14E+01 1.80E+01 3.27E+01 3.35E+01 3.57E+01 3.36E+01 4.13E+01 3.63E+01 2.79E+01 4.31E+01 4.99E+01 4.95E+01 4.34E+01 4.61E+01 4.62E+01 2.96E+01 4.34E+01 3.92E+01 3.78E+01 4.55E+01 4.14E+01 4.42E+01 3.63E+01 4.68E+01 5.61E+01 5.14E+01 4.52E+01 4.26E+01 4.03E+01 2.98E+01 4.50E+01 4.52E+01 4.37E+01 4.48E+01 6.56E+00 6.58E+00 7.66E+00 7.84E+00 8.16E+00 2.96E+00 1.61E+00 3.80E+00 4.46E+00 6.30E+00 5.62E+00 4.76E+00 1.92E+00 1.93E+00 5.46E+00 6.46E+00 6.18E+00 5.40E+00 6.08E+00 5.08E+00 2.92E+00 5.30E+00 5.42E+00 5.78E+00 5.44E+00 6.68E+00 5.88E+00 4.52E+00 6.98E+00 8.08E+00 8.02E+00 7.02E+00 7.46E+00 7.48E+00 4.80E+00 7.02E+00 6.34E+00 6.12E+00 7.36E+00 6.70E+00 7.16E+00 5.88E+00 7.58E+00 9.08E+00 8.32E+00 7.32E+00 6.90E+00 6.52E+00 4.82E+00 7.28E+00 7.32E+00 7.08E+00 7.26E+00 6.56E+01 6.58E+01 7.66E+01 7.84E+01 8.16E+01 2.96E+01 1.61E+01 3.80E+01 4.46E+01 6.30E+01 5.62E+01 4.76E+01 1.92E+01 1.93E+01 5.46E+01 6.46E+01 6.18E+01 5.40E+01 6.08E+01 5.08E+01 2.92E+01 5.30E+01 5.42E+01 5.78E+01 5.44E+01 6.68E+01 5.88E+01 4.52E+01 6.98E+01 8.08E+01 8.02E+01 7.02E+01 7.46E+01 7.48E+01 4.80E+01 7.02E+01 6.34E+01 6.12E+01 7.36E+01 6.70E+01 7.16E+01 5.88E+01 7.58E+01 9.08E+01 8.32E+01 7.32E+01 6.90E+01 6.52E+01 4.82E+01 7.28E+01 7.32E+01 7.08E+01 7.26E+01 105 3.28E+02 3.29E+02 3.83E+02 3.92E+02 4.08E+02 1.48E+02 8.07E+01 1.90E+02 2.23E+02 3.15E+02 2.81E+02 2.38E+02 9.60E+01 9.63E+01 2.73E+02 3.23E+02 3.09E+02 2.70E+02 3.04E+02 2.54E+02 1.46E+02 2.65E+02 2.71E+02 2.89E+02 2.72E+02 3.34E+02 2.94E+02 2.26E+02 3.49E+02 4.04E+02 4.01E+02 3.51E+02 3.73E+02 3.74E+02 2.40E+02 3.51E+02 3.17E+02 3.06E+02 3.68E+02 3.35E+02 3.58E+02 2.94E+02 3.79E+02 4.54E+02 4.16E+02 3.66E+02 3.45E+02 3.26E+02 2.41E+02 3.64E+02 3.66E+02 3.54E+02 3.63E+02 3.35E+01 3.33E+01 3.31E+01 3.30E+01 3.32E+01 3.38E+01 3.40E+01 3.41E+01 3.42E+01 3.43E+01 3.41E+01 3.38E+01 3.37E+01 3.36E+01 3.33E+01 3.32E+01 3.28E+01 3.23E+01 3.19E+01 3.17E+01 3.15E+01 3.17E+01 3.22E+01 3.27E+01 3.28E+01 3.27E+01 3.29E+01 3.26E+01 3.25E+01 3.27E+01 3.31E+01 3.36E+01 3.36E+01 3.41E+01 3.47E+01 3.53E+01 3.56E+01 3.61E+01 3.63E+01 3.62E+01 3.63E+01 3.70E+01 3.76E+01 3.75E+01 3.71E+01 3.68E+01 3.61E+01 3.59E+01 3.55E+01 3.55E+01 3.54E+01 3.54E+01 3.57E+01 4.89E-02 4.82E-02 4.76E-02 4.74E-02 4.80E-02 5.01E-02 5.05E-02 5.09E-02 5.14E-02 5.18E-02 5.09E-02 4.99E-02 4.97E-02 4.91E-02 4.82E-02 4.79E-02 4.66E-02 4.51E-02 4.40E-02 4.33E-02 4.28E-02 4.32E-02 4.47E-02 4.63E-02 4.67E-02 4.65E-02 4.70E-02 4.62E-02 4.57E-02 4.63E-02 4.77E-02 4.92E-02 4.92E-02 5.08E-02 5.30E-02 5.50E-02 5.60E-02 5.80E-02 5.84E-02 5.80E-02 5.87E-02 6.10E-02 6.34E-02 6.30E-02 6.16E-02 6.02E-02 5.79E-02 5.71E-02 5.58E-02 5.57E-02 5.54E-02 5.53E-02 5.65E-02 2.44E-02 2.41E-02 2.38E-02 2.37E-02 2.40E-02 2.50E-02 2.52E-02 2.55E-02 2.57E-02 2.59E-02 2.55E-02 2.49E-02 2.48E-02 2.46E-02 2.41E-02 2.39E-02 2.33E-02 2.26E-02 2.20E-02 2.17E-02 2.14E-02 2.16E-02 2.24E-02 2.32E-02 2.33E-02 2.32E-02 2.35E-02 2.31E-02 2.29E-02 2.31E-02 2.39E-02 2.46E-02 2.46E-02 2.54E-02 2.65E-02 2.75E-02 2.80E-02 2.90E-02 2.92E-02 2.90E-02 2.93E-02 3.05E-02 3.17E-02 3.15E-02 3.08E-02 3.01E-02 2.89E-02 2.86E-02 2.79E-02 2.78E-02 2.77E-02 2.77E-02 2.83E-02 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1.28E+04 1.23E+04 1.21E+04 1.18E+04 1.15E+04 1.11E+04 1.08E+04 1.05E+04 1.01E+04 9.71E+03 9.41E+03 9.16E+03 8.83E+03 8.60E+03 8.44E+03 8.15E+03 8.20E+03 8.04E+03 7.84E+03 7.56E+03 7.32E+03 7.02E+03 6.94E+03 6.77E+03 6.49E+03 6.31E+03 6.10E+03 6.00E+03 5.80E+03 5.53E+03 5.50E+03 5.52E+03 5.49E+03 5.43E+03 5.41E+03 5.29E+03 5.24E+03 5.27E+03 5.10E+03 5.10E+03 5.16E+03 5.10E+03 4.99E+03 4.96E+03 4.85E+03 1.02E+02 1.12E+02 1.05E+02 9.71E+01 1.47E+02 1.48E+02 1.38E+02 1.56E+02 1.25E+02 1.04E+02 9.70E+01 9.73E+01 1.06E+02 1.05E+02 9.35E+01 1.21E+02 1.09E+02 9.57E+01 9.45E+01 9.20E+01 8.90E+01 7.73E+01 8.32E+01 6.31E+01 6.04E+01 6.26E+01 6.77E+01 7.34E+01 5.66E+01 6.51E+01 7.15E+01 8.67E+01 8.88E+01 9.34E+01 7.74E+01 6.63E+01 7.84E+01 6.84E+01 7.51E+01 6.47E+01 5.97E+01 4.45E+01 2.30E+01 4.05E+01 3.64E+01 4.35E+01 4.08E+01 4.06E+01 3.51E+01 1.65E+01 1.82E+01 1.69E+01 1.57E+01 2.38E+01 2.40E+01 2.24E+01 2.52E+01 2.02E+01 1.68E+01 1.57E+01 1.58E+01 1.71E+01 1.71E+01 1.51E+01 1.97E+01 1.77E+01 1.55E+01 1.53E+01 1.49E+01 1.44E+01 1.25E+01 1.35E+01 1.02E+01 9.78E+00 1.01E+01 1.10E+01 1.19E+01 9.16E+00 1.05E+01 1.16E+01 1.40E+01 1.44E+01 1.51E+01 1.25E+01 1.07E+01 1.27E+01 1.11E+01 1.22E+01 1.05E+01 9.66E+00 7.20E+00 3.72E+00 6.56E+00 5.90E+00 7.04E+00 6.60E+00 6.58E+00 5.68E+00 1.65E+02 1.82E+02 1.69E+02 1.57E+02 2.38E+02 2.40E+02 2.24E+02 2.52E+02 2.02E+02 1.68E+02 1.57E+02 1.58E+02 1.71E+02 1.71E+02 1.51E+02 1.97E+02 1.77E+02 1.55E+02 1.53E+02 1.49E+02 1.44E+02 1.25E+02 1.35E+02 1.02E+02 9.78E+01 1.01E+02 1.10E+02 1.19E+02 9.16E+01 1.05E+02 1.16E+02 1.40E+02 1.44E+02 1.51E+02 1.25E+02 1.07E+02 1.27E+02 1.11E+02 1.22E+02 1.05E+02 9.66E+01 7.20E+01 3.72E+01 6.56E+01 5.90E+01 7.04E+01 6.60E+01 6.58E+01 5.68E+01 110 8.27E+02 9.10E+02 8.46E+02 7.86E+02 1.19E+03 1.20E+03 1.12E+03 1.26E+03 1.01E+03 8.38E+02 7.85E+02 7.88E+02 8.55E+02 8.53E+02 7.57E+02 9.83E+02 8.86E+02 7.75E+02 7.65E+02 7.45E+02 7.21E+02 6.26E+02 6.74E+02 5.11E+02 4.89E+02 5.07E+02 5.48E+02 5.94E+02 4.58E+02 5.27E+02 5.79E+02 7.02E+02 7.19E+02 7.56E+02 6.27E+02 5.37E+02 6.35E+02 5.54E+02 6.08E+02 5.24E+02 4.83E+02 3.60E+02 1.86E+02 3.28E+02 2.95E+02 3.52E+02 3.30E+02 3.29E+02 2.84E+02 7.83E+01 7.58E+01 7.37E+01 7.20E+01 7.04E+01 6.92E+01 6.86E+01 6.79E+01 6.71E+01 6.62E+01 6.53E+01 6.46E+01 6.34E+01 6.23E+01 6.14E+01 6.06E+01 5.97E+01 5.90E+01 5.85E+01 5.75E+01 5.77E+01 5.72E+01 5.66E+01 5.57E+01 5.48E+01 5.38E+01 5.35E+01 5.29E+01 5.20E+01 5.13E+01 5.05E+01 5.02E+01 4.94E+01 4.83E+01 4.82E+01 4.83E+01 4.82E+01 4.79E+01 4.79E+01 4.74E+01 4.72E+01 4.73E+01 4.66E+01 4.66E+01 4.68E+01 4.66E+01 4.61E+01 4.60E+01 4.56E+01 3.23E-01 3.01E-01 2.82E-01 2.68E-01 2.55E-01 2.46E-01 2.41E-01 2.36E-01 2.29E-01 2.22E-01 2.16E-01 2.11E-01 2.02E-01 1.94E-01 1.88E-01 1.83E-01 1.77E-01 1.72E-01 1.69E-01 1.63E-01 1.64E-01 1.61E-01 1.57E-01 1.51E-01 1.46E-01 1.40E-01 1.39E-01 1.35E-01 1.30E-01 1.26E-01 1.22E-01 1.20E-01 1.16E-01 1.11E-01 1.10E-01 1.10E-01 1.10E-01 1.09E-01 1.08E-01 1.06E-01 1.05E-01 1.05E-01 1.02E-01 1.02E-01 1.03E-01 1.02E-01 9.97E-02 9.92E-02 9.70E-02 1.61E-01 1.50E-01 1.41E-01 1.34E-01 1.28E-01 1.23E-01 1.21E-01 1.18E-01 1.15E-01 1.11E-01 1.08E-01 1.05E-01 1.01E-01 9.71E-02 9.41E-02 9.16E-02 8.83E-02 8.60E-02 8.44E-02 8.15E-02 8.20E-02 8.04E-02 7.84E-02 7.56E-02 7.32E-02 7.02E-02 6.94E-02 6.77E-02 6.49E-02 6.31E-02 6.10E-02 6.00E-02 5.80E-02 5.53E-02 5.50E-02 5.52E-02 5.49E-02 5.43E-02 5.41E-02 5.29E-02 5.24E-02 5.27E-02 5.10E-02 5.10E-02 5.16E-02 5.10E-02 4.99E-02 4.96E-02 4.85E-02 PHẦN LÝ LỊCH TRÍCH NGANG Họ tên: NGUYỄN THỊ THẠCH THẢO Ngày, tháng, năm sinh: 20/01/1995 Nơi sinh: Bình Dương Địa liên lạc: P1003, KTX Đại học Bách Khoa, 497 Hòa Hảo, Phường 7, Quận 10, Tp Hồ Chí Minh Điện thoại: 0962133659 Email: thachthaobk@gmail.com QUÁ TRÌNH ĐÀO TẠO - 2003 – 2018: Đại học Bách Khoa – ĐHQG TPHCM (Kỹ sư chuyên ngành Kỹ thuật Môi Trường) - 2018 – 2020: Đại học Bách Khoa – ĐHQG TPHCM (học Cao học chuyên ngành Quản lý Tài Nguyên Môi Trường) QUÁ TRÌNH CƠNG TÁC - 2018 – 2020: Bộ mơn Cơ lưu chất, Khoa Kỹ thuật Xây Dựng, Đại học Bách Khoa – ĐHQG TPHCM 111 ... : 8850101 I TÊN ĐỀ TÀI: Tên Tiếng Việt : Nghiên cứu thay đổi dòng chảy diễn biến bồi xói sơng Vàm Nao ảnh hưởng hệ thống đê bao khu vực đồng sông Cửu Long Tên Tiếng Anh: Numerical study of the... sedimentation in Vam Nao river due to levee systems in Mekong Delta II NHIỆM VỤ VÀ NỘI DUNG: Nhiệm vụ: Nghiên cứu tác động đê bao Đồng Sông Cửu Long đến chế độ dịng chảy chế độ bồi xói sơng Vàm Nao (An Giang)... đê bao (đê chống lũ) xây dựng hình thành tự nhiên dọc theo Đồng Sông Cửu Long Đê bao coi cấu trúc phòng thủ, xây dựng để ngăn lũ lụt đồng bằng, bảo vệ sinh kế người dân hạn chế tốc độ dòng chảy