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Environment and Ecology Research 9(3): 93-106, 2021 http://www.hrpub.org DOI: 10.13189/eer.2021.090301 A Hybrid Seasonal Box Jenkins-ANN Approach for Water Level Forecasting in Thailand Kittipol Nualtong1, Thammarat Panityakul1,*, Piyawan Khwanmuang1, Ronnason Chinram1, Sukrit Kirtsaeng2 1Faculty of Science, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand 2Thai Meteorological Department, Bangna, 10260, Bangkok, Thailand Received March 20, 2021; Revised April 26, 2021; Accepted May 23, 2021 Cite This Paper in the following Citation Styles (a): [1] Kittipol Nualtong, Thammarat Panityakul, Piyawan Khwanmuang, Ronnason Chinram, Sukrit Kirtsaeng , "A Hybrid Seasonal Box Jenkins-ANN Approach for Water Level Forecasting in Thailand," Environment and Ecology Research, Vol. 9, No. 3, pp. 93 - 106, 2021. DOI: 10.13189/eer.2021.090301. (b): Kittipol Nualtong, Thammarat Panityakul, Piyawan Khwanmuang, Ronnason Chinram, Sukrit Kirtsaeng (2021). A Hybrid Seasonal Box Jenkins-ANN Approach for Water Level Forecasting in Thailand. Environment and Ecology Research, 9(3), 93 - 106. DOI: 10.13189/eer.2021.090301. Copyright©2021 by authors, all rights reserved. Authors agree that this article remains permanently open access under the terms of the Creative Commons Attribution License 4.0 International License Abstract Every year, many basins in Thailand face the method for Y.37 Station [Dry Season] is ANN model, perennial droughts and floods that lead to the great impact furthermore the SARIMANN model is the best approach on agricultural segments. In order to reduce the impact, for Y.1C Station [Wet Season]. All methods have delivered water management would be applied to the critical basin, the similar results in dry season, while both SARIMA and for instance, Yom River basin. -
Notification of the Central Committee on the Price of Goods and Services No
Notification of the Central Committee on the Price of Goods and Services No. 6, B.E. 2560 (2017) Regarding Control of Transport of Animal Feed Corn ------------------------------------ Whereas the Central Committee on the Price of Goods and Services has repealed the Notification of the Central Committee on the Price of Goods and Services No. 1, B.E. 2559 (2016) regarding Determination of Goods and Services under Control dated 21 January B.E. 2559 ( 2016) , resulting in the end of enforcement of the Notification of the Central Committee on the Price of Goods and Services No. 6, B.E. 2559 (2016) regarding Control of Transport of Animal Feed dated 25 January B.E. 2559 (2016). In the meantime, the Central Committee on the Price of Goods and Services has already reconsidered the exercise of its power regarding the stipulation of the aforesaid measure, it is of the view that the measure of the control of transport of animal feed corn should be maintained in order to bring about the fairness of price, quantity and the maintenance of stability of the animal feed market system within the Kingdom. By virtue of Section 9 (2) and Section 25 (4), (7) of the Price of Goods and Services Act, B.E. 2542 ( 1999) , the Central Committee on the Price of Goods and Services has therefore issued this Notification, as follows. Article 1. This Notification shall come into force in all areas of the Kingdom for the period of one year as from the day following the date of its publication.1 Article 2. It is prohibited for a person to transport animal feed corn, whereby -
Risk Patterns of Lung Cancer Mortality in Northern Thailand
Rankantha et al. BMC Public Health (2018) 18:1138 https://doi.org/10.1186/s12889-018-6025-1 RESEARCHARTICLE Open Access Risk patterns of lung cancer mortality in northern Thailand Apinut Rankantha1,2, Imjai Chitapanarux3,4,5, Donsuk Pongnikorn6, Sukon Prasitwattanaseree2, Walaithip Bunyatisai2, Patumrat Sripan3,4,5 and Patrinee Traisathit2,7* Abstract Background: Over the past decade, lung cancers have exhibited a disproportionately high mortality and increasing mortality trend in Thailand, especially in the northern region, and prevention strategies have consequently become more important in this region. Spatial analysis studies may be helpful in guiding any strategy put in place to respond to the risk of lung cancer mortality in specific areas. The aim of our study was to identify risk patterns for lung cancer mortality within the northern region of Thailand. Methods: In the spatial analysis, the relative risk (RR) was used as a measure of the risk of lung cancer mortality in 81 districts of northern Thailand between 2008 and 2017. The RR was estimated according to the Besag-York-Mollié autoregressive spatial model performed using the OpenBUGS routine in the R statistical software package. We presented the overall and gender specific lung cancer mortality risk patterns of the region using the Quantum Geographic Information System. Results: The overall risk of lung cancer mortality was the highest in the west of northern Thailand, especially in the Hang Dong, Doi Lo, and San Pa Tong districts. For both genders, the risk patterns of lung cancer mortality indicated a high risk in the west of northern Thailand, with females being at a higher risk than males. -
Wiang Kosai National Park
Wiang Kosai National Park Established in 1981, the first national park of Phrae features rugged mountains and lush forest in Long and Wang Chin of Phrae and Thoen, Sop Prap and Mae Tha of Lampang. Among its 409.785 square kilometres, you can enjoy many beautiful natural attractions including Mae Koeng Luang and Mae Koeng Noi, Mae Chok Hot Spring. It is the countryûs 35th national park. Climate Summer is from March to May with April being the hottest month reaching a maximum temperature at 39 degree Celsius. June to October is the rainy season and winter is from November to February. December is the coldest month, temperatures may drop to 13 degree Celsius. Flora and Fauna The northern part of the park is covered by dry evergreen forest, while its southern part is dominated by mixed deciduous forest. Its major plants include Afzelia xylocarpa, Dipterocarpus alatus, Diospyros Geography pubicalyx, Lagerstroemia calyculata, Pterocarpus The park features steep valleys and a rugged macrocarpus and Xylia xylocarpa species. mountain range with average inclines of up to 80 The park once was habitat for Tiger and Asian degrees. Situated at an elevation of 800 metres above Elephant, both now extinct after heavy hunting. Today, mean sea level, the park's highest peak measures only small animals remain such as Northern Red 1,267 metres. Its rugged mountain range is blanketed Muntjac. Different bird species such as Sooty-headed by dry evergreen forest and mixed deciduous forest Bulbul, Coppersmith Barbet, Common Tailorbird, Common which are origin to many rivers, namely Mae Koeng, Kingfisher and Oriental Magpie-robin occupy the Mae Chok, Mae Sin and Mae Pak. -
Thailand Notam List Series J
THAILAND NOTAM LIST INTERNATIONAL NOTAM OFFICE SERIES J Telephone : +66 2287 8202 AFS : VTBDYNYX AERONAUTICAL INFORMATION MANAGEMENT CENTRE AERONAUTICAL RADIO OF THAILAND Facsimile : +66 2287 8205 REFERENCE NO. VTBDYNYX E-MAIL : [email protected] P.O.BOX 34 DON MUEANG 3/19 www.aerothai.co.th BANGKOK 10211 THAILAND 01 MAR 2019 AEROTHAI : www.aerothai.co.th The following NOTAM series J were still valid on 01 MAR 2019, NOTAM not included have either been cancelled, time expired or superseded by AIP supplement or incorporated in the AIP-THAILAND. VTBB (BANGKOK (ACC/FIC/COM CENTRE) J4874/18 1812200855/1903201500 TEMPO RESTRICTED AREA ACT RADIUS 1NM CENTRE 142930N1013146E (PAK CHONG DISTRICT NAKHON RATCHASIMA PROVINCE) LOWER LIMIT: GND UPPER LIMIT: 6000FT AGL J4936/18 1812260447/1903310900 DLY 0200-0300 0400-0500 0600-0700 AND 0800-0900 PJE WILL TAKE PLACE RADIUS 3NM CENTRE 130825N1010248E (SI RACHA DISTRICT CHON BURI PROVINCE) LOWER LIMIT: GND UPPER LIMIT: FL130 J4937/18 1812260450/1903311100 DLY 0000-1100 PJE WILL TAKE PLACE RADIUS 3NM CENTRE 130825N1010248E (SI RACHA DISTRICT CHON BURI PROVINCE) LOWER LIMIT: GND UPPER LIMIT: 9000FT AMSL J0344/19 1901310650/1904301100 TEMPO RESTRICTED AREA ACT RADIUS 1NM CENTRE 123823N1011931E (MUEANG DISTRICT RAYONG PROVINCE) LOWER LIMIT: GND UPPER LIMIT: 7000FT AGL J0482/19 1902280300/1903010800 28 0300-1500 2100-2359 AND MAR 01 0000-0800 GUN FRNG WILL TAKE PLACE WI AREA 164449.4N1011827.0E-164449.0N1011900.7E-164206.4N1011858.8E-164206.8N1011825.0E-164449.4N1011827.0E (LOM SAK DISTRICT PHETCHABUN PROVINCE) LOWER LIMIT: GND UPPER LIMIT: FL140 J0490/19 NOTAMN A) VTBB B) 1903110000 C) 1903211100 E) TRIGGER NOTAM-AIP SUP A7/19 WEF 11 MAR 2019 TIL 21 MAR 2019. -
A Guide to the Board of Investment 2021 BOI News Think Asia, Thailand Invest APP @Boinews BOI News This Complimentary Sale
Thailand Board of Investment www.boi.go.th A Guide to The Board of Investment A Guide to The Board of Investment 2021 Office of The Board of Investment Think Asia, @boinews Invest Thailand 555 Vibhavadi-Rangsit Road, Chatuchak Bangkok 10900 Thailand BOI News APP BOI News Tel: +66 (0) 2 553 8111 Fax: +66 (0) 2 553 8315 Website: www.boi.go.th Email: [email protected] This complimentary guide book is not for sale. For inquiry, please contact Thailand Board of Investment. A Guide to The Board of Investment 2021 This Guide to the Board of Investment was prepared by the Office of the Board of Investment Preface to provide basic information on BOI investment promotion for applications submitted from January 1, 2015, onward. This guidebook comprises investment promotion incentives and privileges, the list of activities eligible for investment promotion and related announcements including essential rules and criteria for applying investment promotion. Since the policies and criteria for granting privileges and the list of the eligible activities for investment promotion are subject to change over time, investors can access updated information from the BOI’s website at www.boi.go.th or send their enquiries to [email protected], Tel: +66 (0) 2553-8111, Line: @boinews or FB: www.facebook.com/boinews Office of The Board of Investment May 2021 2 This complimentary guide book is not for sale A Guide to The Board of Investment 2021 Chapter 1 Page Contents Criteria and Policies 4 About the Office of the Board of Investment 4 Incentives under the Investment Promotion Act 7 Seven-Year Investment Promotion Strategy (2015 - 2021) 8 » Criteria for Granting Promotion Incentives 14 » General List of Activities Eligible for Investment Promotion 24 Other Policies and Special Measures 104 1. -
Budgetworldclass Drives
Budget WorldClass Drives Chiang Mai-Sukhothai Loop a m a z i n g 1998 Tourism Authority of Thailand (TAT) SELF DRIVE VACATIONS THAILAND 1999 NORTHERN THAILAND : CHIANG MAI - SUKHOTHAI AND BURMESE BORDERLANDS To Mae Hong Son To Fang To Chiang Rai To Wang Nua To Chiang Rai 1001 1096 1 107 KHUN YUAM 118 1317 1 SAN KAMPHAENG 1269 19 CHIANG MAI1006 MAE ON 1317 CHAE HOM HANG DONG SARAPHI 108 Doi Inthanon 106 SAN PA TONG 11 LAMPHUN 1009 108 116 MAE CHAEM 103 1156 PA SANG 1035 1031 1033 18 MAE THA Thung Kwian MAE LA NOI 11 Market 1088 CHOM TONG 1010 1 108 Thai Elephant HANG CHAT BAN HONG 1093 Conservation 4 2 1034 Centre 3 LAMPANG 11 To 106 1184 Nan 15 16 HOD Wat Phrathat 1037 LONG 17 MAE SARIANG 108 Lampang Luang KO KHA 14 MAE 11 PHRAE km.219 THA Ban Ton Phung 1103 THUNG 1 5 SUNGMEN HUA SOEM 1099 DOI TAO NGAM 1023 Ban 1194 SOP MOEI CHANG Wiang Kosai DEN CHAI Mae Sam Laep 105 1274 National Park WANG CHIN km.190 Mae Ngao 1125 National Park 1124 LI SOP PRAP OMKOI 1177 101 THOEN LAP LAE UTTARADIT Ban Tha 102 Song Yang Ban Mae Ramoeng MAE SI SATCHANALAI PHRIK 1294 Mae Ngao National Park 1305 6 Mae Salit Historical 101 km.114 11 1048 THUNG Park SAWAN 105 SALIAM 1113 7 KHALOK To THA SONG SAM NGAO 1113 Phitsa- YANG Bhumipol Dam Airport nuloke M Y A N M A R 1056 SI SAMRONG 1113 1195 Sukhothai 101 ( B U R M A ) 1175 9 Ban Tak Historical 1175 Ban 12 Phrathat Ton Kaew 1 Park BAN Kao SUKHOTHAI MAE RAMAT 12 DAN LAN 8 10 105 Taksin 12 HOI Ban Mae Ban National Park Ban Huai KHIRIMAT Lamao 105 TAK 1140 Lahu Kalok 11 105 Phrathat Hin Kiu 13 104 1132 101 12 Hilltribe Lan Sang Miyawadi MAE SOT Development National Park Moei PHRAN KRATAI Bridge 1090 Centre 1 0 10 20 kms. -
Ganesha Journal พ ฆ ิ เ น ศ ว ร ส
ISSN 1686-7467 (Print) ISSN 1686-7467 (Print) ISSN 2651-141X (Online) มหาวทิ ยาลยั ราชภฏั เชยี งใหม Chiang Mai Rajabhat University ISSN 2651-141X (Online) GANESHA JOURNAL พ ฆ ิ เ น ศ ว ร ส า พฆิ เนศวรส าร ปที่ 16 ฉบับที่ 1 เดือนมกราคม - มิถุนายน 2563 ร Vol. 16 No. 1 January - June 2020 CMRU ม ห า ว ท ิ ย า พฆิ เนศวรส าร ล Vol. 16 No. 1 January - June 2020 ย ั ร า ช ภ ฏ ั เ ช ย ี ง ใ ห ม มหาวทิ ยาลยั ราชภฏั เชยี งใหม Chiang Mai Rajabhat University มหาวิทยาลัยราชภัฏเชียงใหม 202 ถนนชางเผือก ตำบลชางเผือก อำเภอเมือง จังหวัดเชียงใหม 50300 GANESHA JOURNAL พฆิ เนศวรส าร Vol. 16 No. 1 January - June 2020 พิฆเนศวร์สาร วารสารสาขามนุษยศาสตร์และสังคมศาสตร์ ปีที่ 16 ฉบับที่ 1 เดือนมกราคม - มิถุนายน 2563 ข้อมูลวารสาร ชื่อวารสาร (ภาษาไทย) พิฆเนศวร์สาร (ภาษาอังกฤษ) Ganesha Journal ISSN 1686-7467 (ตีพิมพ์) ISSN 2651-141X (อิเล็กทรอนิกส์) หน่วยงานเจ้าของวารสาร บัณฑิตวิทยาลัย มหาวิทยาลัยราชภัฏเชียงใหม่ บรรณาธิการ รองศาสตราจารย์สนิท สัตโยภาส สถานที่ติดต่อ บัณฑิตวิทยาลัย มหาวิทยาลัยราชภัฏเชียงใหม่ 2 0 2 ถ.ช้างเผือก ต.ช้างเผือก อ.เมือง จ.เชียงใหม่ 50300 โทรศัพท์ 053-885990 โทรสาร 053-885990 เว็บไซต์ของวารสาร https://so01.tci-thaijo.org/index.php/pikanasan วัตถุประสงค์ พิฆเนศวร์สาร ตีพิมพ์เผยแพร่บทความวิจัย (Research Article) และบทความวิชาการ (Academic Article) ทั้งภาษาไทยและภาษาอังกฤษ ทางด้านมนุษยศาสตร์และสังคมศาสตร์ ในสาขาศึกษาศาสตร์ ภาษาศาสตร์ รัฐศาสตร์ การพัฒนาสังคม สาธารณสุขศาสตร์ บริหารธุรกิจและสหวิทยาการทางด้านมนุษยศาสตร์และสังคมศาสตร์ เพื่อส่งเสริมและสนับสนุนให้เผยแพร่ผลงานวิชาการที่มีคุณภาพและก่อให้เกิดความก้าวหน้าทางวิชาการ และเกิดประโยชน์ต่อสังคม -
Farmers and Forests: a Changing Phase in Northeast Thailand
Southeast Asian Studies, Vo1.38, No.3, December 2000 Farmers and Forests: A Changing Phase in Northeast Thailand Buared PRACHAIYO * * The author was a forest ecologist at Khon Kaen Regional Forest Office of the Royal Forestry Department of Thailand, and joined CSEAS as a visiting research fellow from May 1995 to April 1996. On October 28, 1996 he passed away in Thailand. - 3 - 271 Contents Preface ( 5 ) 1. Introduction ( 6 ) 2. Northeast Thailand .. (14) 1. Area (14) 2. Farmers (22) 3. Forest (29) 4. l.and Utilization (38) 5. Paddy Fields (43) 3. Farmers' Use of Forest and Encroachment into the Forests (50) 1. Wood Products (50) 2. Non-wood Forest Products··············································...................................................... (53) 3. Forest Degradation (61) 4. Man and Forest Interaction (72) 1. Fuel-wood (72) 2. Community Forest (79) 3. Forest Conservation by the Farmers (92) 4. Trees on Paddy Fields (105) 5. Mitigation of Forest Degradation (122) 5. The Role of Forest in the Socio-economic Life of the Farmers (134) 1. Trees and Farmers (134) 2. Trees and Paddy Fields (137) 3. Farmers, Trees and Paddy Fields (138) 4. Trees and Home Economy of Farmers (141) 5. Farmers and Society (144) 6. Conclusion and Proposals (146) 1. Conclusion (146) 2. Recommendations (148) Bibliography . (153) Appendix I (157) Appendix II (176) 272 - 4 - Preface Writing a preface for this special paper by the late Mr. Buared Prachaiyo is a sorrowful task for me. This paper would have been his doctoral dissertation if he were alive. I met Mr. Buared for the first time on January 19, 1991 at Khon Kaen Regional Forest Office of Royal Forestry Department of Thailand, where he worked as a forest ecologist. -
6.3 Railway Bridge 35 6.4 Track Work 38 6.5 Drainage 41
Executive Summary Report Detailed Design of Track Doubling Project for Transportation and Logistics (Section: Prachuap Khiri Khan – Chumphon) TTAABBLLEE OOFF CCOONNTTEENNTTSS Page 1 INTRODUCTION 1 1.1 Background 1 1.2 Objectives 1 1.3 Scope of Work 2 1.4 Development Targets 2 1.5 Project Components 4 2 EXISTING CONDITIONS 6 2.1 Route Alignment 6 2.2 Station 8 2.3 Track 11 2.4 Railway Bridge 12 2.5 Signalling, Traffic Control and Telecommunication Systems 12 2.6 Railway Crossing 13 3 DEMAND FORECAST 14 4 TOPOGRAPHIC SURVEY AND GEOTECHNIC SURVEY 17 4.1 Topographic Survey and Mapping 17 4.2 Geotechnical Survey 18 5 ALIGNMENT DESIGN 21 5.1 Alignment 21 5.2 Track Diagram 31 6 RAILWAY STRUCTURE AND TRACK WORK DESIGN 33 6.1 Geotechnical Foundation 33 6.2 At–Grade Railway Structure 33 6.3 Railway Bridge 35 6.4 Track Work 38 6.5 Drainage 41 PCBK / CMCL / UAE i Executive Summary Report Detailed Design of Track Doubling Project for Transportation and Logistics (Section: Prachuap Khiri Khan – Chumphon) TTAABBLLEE OOFF CCOONNTTEENNTTSS Page 7 STATION DESIGN 45 7.1 Architecture or Railway Station and Functional Areas 45 7.2 Platform Height 58 7.3 Civil and Structural Works of Station and Functional Areas 58 7.4 Electrical and Mechanical Systems for Station and Functional Areas 59 7.5 Intermodal Facilities 61 7.6 Station Access Roads 62 7.7 Freight Transport Facilities 63 8 RAILWAY CROSSING TREATMENTS AND FENCING 66 8.1 Railway Crossing 66 8.2 Safety Fencing 71 9 TRAIN OPERATION DESIGN 74 9.1 Forecasted Services 74 9.2 Train Diagram 75 10 SIGNALLING -
Akara Given Clean Bill of Health on Local Water Tests
Akara given clean bill of health on local water tests Bangkok: 5 June 2015 – In a continuing effort to strengthen trust and confidence among local communities, Akara Resources Public Company Limited – the operator of the world-class, zero-discharge Chatree Operation – revealed that an analysis of water samples collected from areas around the mine, conducted by the Research and Laboratory Development Center, Department of Health, Ministry of Public Health, had found no trace of arsenic or cyanide. The Subdistrict Administrative Organizations of Tai Dong subdistrict, Wang Pong district, Phetchabun province and Khao Jed Look subdistrict, Tub Khlo district, Phichit province recently joined forces with the Public Health Offices in Wang Pong and Khao Jed Look, Health Promoting Hospitals in Wang Kradat Ngern, Dong Long, and Daan Chang, Subdistrict Administrative Organization members, representatives of local communities, and Akara Resources PCL officials to carry out a water quality survey from 35 local water sources around Chatree Mining Complex – including tap water, wells, artesian aquifers, pools, and canals. Water samples from these sources were collected and sent to the Research and Laboratory Development Center, Department of Health, Ministry of Public Health for analysis on February 5, 2015. The Center’s results show no trace of cyanide or arsenic contamination in local water sources despite previous concerns. “Akara would like to thank the Subdistrict Administrative Organization of Tai Dong, the Department of Health, the Ministry of Public Health, and other organizations for supporting us in the collection of water samples and acting as liaisons for community outreach purposes. The test results, based on the Ministry of Public Health’s stringent standards, will certainly relieve locals of any concerns regarding water consumption in everyday life. -
Scoping Study for the Special Border
INDONESIA-MALAYSIA-THAILAND GROWTH TRIANGLE SCOPING STUDY FOR THE SPECIAL BORDER ECONOMIC ZONE (SBEZ) IN THE INDONESIA-MALAYSIA-THAILAND GROWTH TRIANGLE (IMT-GT) SCOPING STUDY FOR THE SPECIAL BORDER ECONOMIC Zone (SBEZ) in the INDONESIA-MALAYSIA- THAILAND GROWTH TRIANGLE (IMT-GT) 15 May 2014 The views expressed in this publication are those of the authors and do not necessarily reflect the views and policies of the Asian Development Bank (ADB) or its Board of Governors or the governments they represent. ADB does not guarantee the accuracy of the data included in this publication and accepts no responsibility for any consequence of their use. By making any designation of or reference to a particular territory or geographic area, or by using the term “country” in this document, ADB does not intend to make any judgments as to the legal or other status of any territory or area. ADB encourages printing or copying information exclusively for personal and noncommercial use with proper acknowledgment of ADB. Users are restricted from reselling, redistributing, or creating derivative words for commercial purposes without the express, written consent of ADB. Contents Acknowledgments v Executive Summary vi I INTRODUCTION 1 1 Background and Coverage 3 1.1 Study Objective 3 1.2 Background 3 1.3 Activities Carried Out Under the Study 4 1.4 Report Structure 5 2 SBEZ Concept and Implementation Framework 7 2.1 SBEZ Concept 7 2.2 Motivation for Thai-Malaysian SBEZ 9 2.3 SBEZ Components 11 2.4 Roadmap 15 II BORDER AREA PROFILE 17 3 Characterization of Study