cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25911/5c36bd28baa15
title: Mallee Plot Network: Plot Details - Spatial Coordinates, Western New South Wales and South Australia, Australia
title: Mallee Plot Network: Spatial data

description: This package contains spatial information for surveys carried out in the Mallee Plot Network. Data collected at these sites include weather observations, soil moisture, vegetation structure and floristics. This is then used in conjunction with surveys of herbivore activity and disturbance to gain insight into the dynamics of semi-arid mallee vegetation. 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9
description: Abstract: This package contains spatial information for surveys carried out in the Mallee Plot Network. Data collected at these sites include weather observations, soil moisture, vegetation structure and floristics. This is then used in conjunction with surveys of herbivore activity and disturbance to gain insight into the dynamics of semi-arid mallee vegetation. 

The Mallee Plot Network research plots commenced in 1997. 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9


Sampling method: The study is located in the red aeolian sand dunefield landscape of the Scotia district within Tarawi Nature Reserve (33.44ºS 141.16ºE), Scotia Wildlife Sanctuary (33°17′S 141°05'E) and Danggali Nature Reserve (33° 22' S 140° 45' E) in south-western New South Wales and adjacent area of South Australia (Figure 7.4.1). The study area sits on the south-eastern edge of the Australian arid zone. This location is close to the arid limits of distribution of the mallee woodland biome, which stretches across the temperate semi-arid belt of southern Australia (Noble 1984).

Study extent: The Mallee Plot Network research plots commenced in 1996 and were revisited annually for 3 years and then on a decadal basis.

een 2012 and 2018 this project was part of, and funded through the Long Term Ecological Research Network (LTERN) a facility within the Terrestrial Ecosystem Research Network (TERN) and supported by the Australian Government through the National Collaborative Research Infrastructure Strategy.
DOI: 10.25911/5c36c0031678d
title: Mallee Plot Network: Weather Station Data, Western New South Wales and South Australia, Australia, 2011-2012
title: Mallee Plot Network: Weather, 2011–2012

description: The Mallee Plot Network Weather Station Data package contains precipitation data from automatic (Tarawi Homestead, established 1994) and visually monitored weather stations (Tarawi Nature Reserve, Scotia Sanctuary, established 1996-2006). 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9
description: Abstract: The Mallee Plot Network Weather Station Data package contains precipitation data from automatic (Tarawi Homestead, established 1994) and visually monitored weather stations (Tarawi Nature Reserve, Scotia Sanctuary, established 1996-2006). Prior to that time, rainfall records had been maintained since 1941 by visually monitored rain gauge. Four additional visually monitored rain gauges were established in Tarawi NR in January 1997, a further five were established in May 2001, and two were established in Scotia Sanctuary in September 2007.

The Mallee Plot Network research plots commenced in 1996 and were revisited annually for 3 years and then on a decadal basis. 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9

Project funding: Between 2012 and 2018 this project was part of, and funded through the Long Term Ecological Research Network (LTERN) a facility within the Terrestrial Ecosystem Research Network (TERN) and supported by the Australian Government through the National Collaborative Research Infrastructure Strategy.
DOI: 10.14457/tu.the.2017.1031
title: Performance analysis and optimal reference-node arrangement in complexity-reduced 3D visible-light localization

description: This study compares the complexity-reduced trilateration for 3D localization proposed by Shih and Marron in 2010 to the indoor visible light communication system based on LEDs with the conventional approach. The signals from different LEDs are separated by optical CDMA codes. The performance is measured in terms of the position estimation error and computation time in MATLAB simulation. We found that the COmplexity-reduced trilateration Localization Approach spent less time than the conventional 3D trilateration approach. The position estimation is also better for the target that are closer to the center of the room. Furthermore, the optimal reference-nodes arrangement is computed.
DOI: 10.14457/tu.the.2017.1032
title: A comparative study of implementation techniques for indoor localization systems

description: As technology advances, the demand for localization systems have increased. The usefulness of such systems cannot be ignored, localization systems such as GPS have become a daily part of every individual’s life. Indoor localization systems have recently gained popularity in the commercial, health care and industrial sectors. The use case involves monitoring the stock movement within a warehouse, navigating and guiding people to reach the intended destinations etc. However, in the recent years there has been a rise in different technologies and protocols to enable indoor localization systems where traditional systems such as GPS fails. This study explores the most widely popular alternative technologies; ZigBee, Ultrawide band and Bluetooth. The research presents the methodology and the results of implementations for each technology, while explaining their strength and weakness.
DOI: 10.14457/tu.the.2017.1033
title: A framework of Thai treebank construction and grammar refinement

description: Although there are few Thai language resources available, such as lexicons, text corpora, and so on, we still lack high-level syntactic related resources, such as treebanks and grammars. In this thesis, a framework for Thai treebank construction, an annotation standard for Thai treebank, its semi-automatic iterative process for Thai treebank construction, and threshold-based grammar refinement, are proposed. The goal is to construct the decent Thai treebank and grammars for building a large-scale of syntactic trees. In our starting point, a set of different genres on textual information are exploited to define the annotation standard for constructing a set of training syntactic trees, the gold standard treebank. In the iterative process, a set of probabilistic grammar rules are extracted from the treebank. With iterative manners, a probabilistic parser is used to refine a treebank repository conditionally. Then the grammar rules and their probabilities are revised by the newly revised treebank towards more consistent and precise treebank and grammars. The treebank and grammar are evaluated using three datasets: political commentaries, technical papers, and medical information. The experimental results show the proposed process is useful to improve the parsing accuracy in terms of PARSEVAL measure, parsable ratio, and ambiguity reduction. With a large set of unseen sentences and the refined grammars, a large treebank is automatically constructed by parsing the most probable syntactic tree for each sentence. In addition, the so-called CF Planter, an integrated toolset for semi-automatic Thai treebank construction is developed for improving the semi-automatic treebank annotation process.
DOI: 10.14457/tu.the.2014.379
title: มาตรการทางกฎหมายเพื่อการบริหารจัดการน้ำเสียเมือง เขตเทศบาลนครนนทบุรี จังหวัดนนทบุรี

description: ปัญหาน้ำเสีย เป็นหนึ่งในปัญหาสิ่งแวดล้อมที่เกิดขึ้น โดยเฉพาะในพื้นที่มีความเป็นเมืองสูง ยิ่งมีความหนาแน่นของประชากรมากเท่าไหร่ก็ยิ่งมีปริมาณน้ำเสียจากแหล่งกำเนิดมากขึ้นเท่านั้น นอกจากปัญหาด้านสิ่งแวดล้อมจากน้ำเสียโดยตรงที่มาจากแหล่งกำเนิดที่เป็นบ้านเรือน อาคารพักอาศัยที่เกิดขึ้นอย่างรวดเร็วในพื้นที่เทศบาลนครนนทบุรีแล้วนั้น ในเรื่องของการควบคุมยังมีความไม่ชัดเจนในการบังคับใช้ของกฎหมายที่ยังขาดประสิทธิภาพในบางจุด ทำให้เกิดความไม่ชัดเจน ปัญหาทางกฎหมาย ปัญหาโครงสร้างขององค์กร การซ้อนทับกันของบทบาทหน้าที่ขององค์กรที่เกี่ยวข้อง รวมไปถึงการมักจะมองการแก้ปัญหาไปในเชิงวิศวกรรม หรือเชิงโครงสร้างอย่างการเพิ่มโรงควบคุมคุณภาพน้ำ ซึ่งสุดท้ายแล้วเมื่อไม่ได้มีการแก้ไขปัญหาที่ตัวโครงสร้างโดยตรง จึงเป็นเหตุผลที่ทำให้การบริหารจัดการน้ำเสียในปัจจุบันมีปัญหา มีข้อจำกัดอยู่มาก โรงควบคุมคุณภาพน้ำที่เกิดขึ้นถูกใช้งานอย่างไม่เต็มประสิทธิภาพ และไม่สามารถที่จะตอบรับกับการขยายตัวของพื้นที่เมืองได้การวิเคราะห์กฎหมายจะใช้ข้อมูลกฏหมายที่เกี่ยวข้องกับการบริหารจัดการน้ำเสียในประเทศไทย การให้อำนาจขององค์กรหรือหน่วยงานต่างๆและคณะกรรมการที่เกี่ยวข้อง เช่น พระราชบัญญัติส่งเสริมและรักษาคุณภาพสิ่งแวดล้อมแห่งชาติ 2535 พระราชกฤษฎีกาจัดตั้งองค์การจัดการน้าเสีย พ.ศ. 2548 พระราชบัญญัติควบคุมอาคาร 2522 ข้อกำหนดเกี่ยวกับการจัดสรรที่ดินจังหวัดนนทบุรี พ.ศ. 2545 เป็นต้น การคาดการณ์ปริมาณน้ำเสียที่จะเกิดขึ้นในอนาคตจะใช้ข้อมูลประชากรของจังหวัดนนทบุรี และขั้นตอนสุดท้ายจะทำการศึกษากฎหมายเชิงเปรียบเทียบกับประเทศที่มีการบริหารจัดการน้ำเสียที่มีประสิทธิภาพ ในกรณีนี้คือประเทศสหรัฐอเมริกา ผลที่ได้รับจากงานวิจัยนี้ คือ มาตรการทางกฎหมายที่จะช่วยให้การบริหารจัดการน้ำเสียเมืองเป็นไปอย่างมีประสิทธิภาพมากขึ้น รวมไปถึงการกำหนดมาตรการทั้งทางผังเมือง มาตรการทางภาษี และมาตรการทางกฎหมาย โดยอาศัยกฎหมายเป็นเครื่องมือที่จะช่วยทำให้มาตรการต่าง ๆ การออกแบบองค์กรจะช่วยให้องค์กร หรือหน่วยงานที่รับผิดชอบสามารถปฏิบัติหน้าที่ได้อย่างเต็มประสิทธิภาพ และยังผลให้เป็นรูปธรรมไปในระยะยาว
DOI: 10.14457/tu.the.2014.380
title: การศึกษาความเป็นไปได้ของการลงทุนพัฒนาอสังหาริมทรัพย์บนที่ดินเปล่า อำเภอหาดใหญ่ จังหวัดสงขลา

description: รายละเอียดโครงการชื่อโครงการ:Dominic@Hatyaiที่ตั้งโครงการ:ถนนประชายินดี ตำบลคอหงส์ อำเภอหาดใหญ่ จังหวัดสงขลาเนื้อที่โครงการ:เนื้อที่ 2-1-98 ไร่   ประมาณ 998 ตารางวา 3,992 ตารางเมตรลักษณะโครงการ:อาคารชุดพักอาศัยสูง 17 ชั้น-ชั้นที่ 1  Lobby และร้านค้าจำนวน 5 ร้าน-ชั้นที่ 2 ห้องออกกำลังกายและสระว่ายน้ำ,พื้นที่จอดจอดรถ-ชั้น 3-5 อาคารจอดรถ-ชั้น 6-16 อาคารชุดพักอาศัย-ชั้น 17 ดาดฟ้าโดยพื้นที่จอดรถสามารถรองรับรถได้ 180 คัน คิดเป็นร้อยละ 56% ของจำนวนห้องภายในโครงการความต้องการซื้อ          :จากผลการสำรวจความต้องการซื้อ กลุ่มผู้ตอบแบบสอบถามเป็นส่วนใหญ่กลุ่มลูกค้า Generation Y อายุ 24-34 ปี มีความต้องการซื้อที่อยู่อาศัยเป็นของตนเองโดยไม่ต้องการเช่า สถานะภาพของกลุ่มลูกค้าเป้าหมายเน้นไปกลุ่มที่อยู่สถานะโสด อาชีพนักศึกษา หรือเพิ่งสำเร็จการศึกษาและเริ่มทำงานหรือเริ่มต้นมีรายได้ รูปแบบการดำเนินชีวิตที่ทันสมัย ชื่นชอบคอนโดมิเนียมสไตล์ Modernราคา:ระดับราคาระหว่าง 1,823,738 - 3,650,830 บาท/ห้องราคาตารางเมตรละ 58,500-67,000 บาท (เฉลี่ย 63,000)รายละเอียดห้องพัก:ห้องชุดรวมทั้งโครงการ 319 ห้อง ประกอบด้วยStudioขนาด (ตร.ม.)31.18  จำนวน 198 1-Bedroomขนาด (ตร.ม.)37.75  จำนวน 88 2-Bedroom(Type A)ขนาด (ตร.ม.)42.13  จำนวน 22 2-Bedroom(Type B)ขนาด (ตร.ม.)54.49  จำนวน 11 จุดขายโครงการ:ทำเลติดถนนใหญ่ ใกล้มหาวิทยาลัยสงขลานครินทร์ โรงพยาบาลสงขลานครินทร์และศูนย์การค้าต่างๆ เน้นการออกแบบสไตล์ Modern เหมาะกับคนรุ่นใหม่ รวมถึงการมีพื้นที่จอดรถรองรับถึงร้อยละ 56% ซึ่งมากกว่าคอนโดมิเนียมหลายๆโครงการในอำเภอหาดใหญ่การส่งเสริมการตลาด:ส่วนลดเงินสด สำหรับ 50 Units แรก,เครื่องปรับอากาศ มูลค่า 30,000 บาท,ชุดครัว Build in มูลค่า 35,000 บาท และเครื่องทำน้ำอุ่นมูลค่า 6,500 บาทเงินลงทุน:936,144,474 บาทรายได้โครงการ:1,020,190,240 บาทระยะเวลาในการพัฒนา:24 เดือนมูลค่าปัจจุบันสุทธิของโครงการ (NBV):58,868,476ผลตอบแทนภายในโครงการ (IRR):59.13%
DOI: 10.14457/tu.the.2017.1034
title: Accuracy comparison and auto-calibration algorithm of present low-cost current sensors for building energy monitoring

description: Reducing energy consumption is an important motivation for building energy management systems. In this work, we intend to build a low-cost building energy management system (BEMS) for Sirindhorn International Institute of Technology (SIIT) at Bangkadi Campus, to monitor electricity consumption of appliances, especially air conditioners which are the largest energy consuming devices. To make the system low-cost, we need to find low-cost but acceptable sensor and other components. Each wireless energy monitoring node uses the ESP8266/ESP32 microcontroller that has a 2.4GHz built-in WiFi. For the low-cost sensor, we chose to compare four different current sensors. For three of the four sensors, we need to build circuits and calibrate the sensors to accurately convert the measured voltage by the microcontroller to RMS current. We tested the accuracy of the sensors with a low-cost adjustable load system consisted of light bulbs. The load can draw current in steps of about 0.4 A and in total of 20 A maximum. We calibrate the sensors in two different methods. In the first method, we collected the calibration data and then manually fitted the samples with piecewise linear lines by ourselves. In the second method, we tried to make the system more automatic to reduce the time to calibrate each sensor. This was done by having the curve fitting performed by the microcontroller. The fitting must satisfy the requirement on the maximum fitting error. We tested the calibration with another set of data and showed that the second method is better than the first method.
DOI: 10.14457/tu.the.2017.1035
title: Mathematical modeling approach for multiple trip vehicle routing problem with time windows and workload balance

description: This research presents the multi-trip vehicle routing problem with time windows and manual material handling in which all customer is served by heterogeneous fleet with limited number of vehicle. Moreover, each delivery worker has their own energy capacity to unload product during service time. The objectives are to determine utilized vehicles, routes by minimizing operating cost consisted of fixed cost, variable cost and waiting cost, moreover, to match vehicle with worker so that fairly and evenly distribute workload among worker. The single optimization and sequential optimization model is developed in transportation problem and executed by IBM ILOG CPLEX Optimization program. Three pre-assignment policies and a post-assignment are proposed: (1) random assignment (2) low energy capacity workers to small vehicles assignment (3) low energy capacity workers to large vehicles assignment and (4) post-assignment using the workload balance model. The standard deviation of residual energy among worker is indicator for selecting policy. The results show that the sequential optimization is the best method because its running time is faster twenty times than single optimization under the same solution and post-assignment is help to decrease workload bias better than other policies within nine small data sets
DOI: 10.14457/tu.the.2017.1036
title: Designing multi-workday noise-safe job rotation schedules based on skill and demand requirements

description: Job rotation is a timely and cost-effective management approach, widely used for noise exposure mitigation. This thesis aims to improve the practicality of job rotation methodology by considering the following important characteristics of manufacturing systems. First, the ability of job rotation to control noise exposure, while achieving key manufacturing requirements and objectives, is addressed. Second, the effects of job rotation on process continuity and productivity are considered. Third, this research demonstrates the capability of the proposed job rotation approach in maintaining the safety of worker over overtime and extended work hours. Integer programming is used to develop noise-safe job rotation models under cost minimization objective. Demand and skill required by tasks are formulated as constraints in the proposed model. The effectiveness of the models is evaluated under different overtime policies, levels of skilled worker availability, and levels of product demand. According to the model validation results, the proposed model is shown to remain effective in maintaining the safety of workers under scenarios where some workers are required to work overtime to fulfill the demand requirements.
DOI: 10.14457/tu.the.2017.1037
title: Electrical load monitoring system and missing value estimation of energy consumption of multi-unit air conditioners

description: The needs to improve efficiency of energy usage require a lot of data so that planing and optimization can be performed. In this work, we propose a low-cost load monitoring system whose wireless sensor nodes are consisted of a ESP8266 microcontroller and PZEM sensor. The ESP8266 microcontroller is widely used in many IoT projects, and has a built-in Wi-Fi module. The PZEM sensor can measure voltage and current. Furthermore, its current rating is 100A sufficient to measure most of appliances in buildings.Unfortunately, many IoT projects have a missing value problem. The main reasons of this problem are communication failure, supply failure and microcontroller failure. To prevent this problem, we also apply machine learning algorithms to estimate the missing value for our load monitoring system.
DOI: 10.14457/tu.the.2017.1038
title: OD localization using vessel based image orientation independent approaches

description: Automatic Optic Disc (OD) localization is an essential problem in ophthalmic image processing. Knowing its location not only helps doctors with the early detection of sight threatening diseases but provide early diagnostic solutions for patient. With the existing methods, there are limitations on computation time and disorientated image cases. Many algorithms fail to locate the OD if the input image is tilted by a certain degree. This thesis presents two machine learning methods which mainly rely on information from retinal vessel network.The first method is called Rotational 2D Vessel Projection with Decision Tree Classification which is an improved version of the Rotational 2D Vessel Projection (RVP). The Mahfouz’s et al. approach with decision tree classification is applied on to a sequence of rotated images to find the most overlapped area of the OD candidates return from each round of iteration. The proposed method has been tested on different starting angles between 0 to 180 degrees from STARE and ROP datasets. We achieved an average accuracy of 85% and 79% for ROP. The second method is called circular Hough transform with KNN classification (CH-KNN) which predicts and fills the curvature of the thick vessels using circular shape. With the help of Hough transform and KNN classification, the proposed method achieved a higher accuracy of 87% for STARE and 80% for ROP datasets.
DOI: 10.25911/5c36c96cd71c6
title: Mallee Plot Network: Weather Station Data, Western New South Wales and South Australia, Australia, 2012–2014
title: Mallee Plot Network: Weather, 2012–2014

description: These data are the rainfall readings from sites in Tarawi Nature Reserve and Scotia Sanctuary. 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9.
description: Abstract: These data are the rainfall readings from sites in Tarawi Nature Reserve and Scotia Sanctuary. Between 1996 and 2011, 53 experimental sites were established on dune crests and upper slopes, of which 29 are located in Tarawi Nature Reserve, 16 are in Scotia Sanctuary and 8 are in Danggali Conservation Park. After initial censuses in three consecutive years (before and after prescribed fire) or two consecutive years (after wildfire), sites are revisited approximately every five years. 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9


Sampling method: The 12 rain gauges are visited, recorded and emptied as soon as possible after rain events (usually within 1-7 days, subject to state of tracks and available staff).

Study extent: Automatic weather stations were established at Tarawi Homestead and Scotia Sanctuary homestead in 1994. They record precipitation, temperature, relative humidity and wind speed and direction. Prior to that time, rainfall records had been maintained since 1941 by visually monitored rain gauge. Four additional visually monitored rain gauges were established in Tarawi NR in January 1997, a further five were established in May 2001, and two were established in Scotia Sanctuary in September 2007.

Project funding: Between 2012 and 2018 this project was part of, and funded through the Long Term Ecological Research Network (LTERN) a facility within the Terrestrial Ecosystem Research Network (TERN) and supported by the Australian Government through the National Collaborative Research Infrastructure Strategy.
DOI: 10.25911/5c36cab8b7d96
title: Mallee Plot Network: Weather Station Data, Western New South Wales and South Australia, Australia, 2015
title: Mallee Plot Network: Weather, 2015

description: These data are the rainfall readings from sites in Tarawi Nature Reserve and Scotia Sanctuary.

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at https://doi.org/10.25911/5c133088bc5b9
description: Abstract: These data are the rainfall readings from sites in Tarawi Nature Reserve and Scotia Sanctuary.<br><br>Between 1996 and 2011, 53 experimental sites were established on dune crests and upper slopes, of which 29 are located in Tarawi Nature Reserve, 16 are in Scotia Sanctuary and 8 are in Danggali Conservation Park. After initial censuses in three consecutive years (before and after prescribed fire) or two consecutive years (after wildfire), sites are revisited approximately every five years. 

A synopsis of related data packages which have been collected as part of the Mallee Plot Network’s full program is provided at  https://doi.org/10.25911/5c133088bc5b9.

Sampling method: The 12 rain gauges are visited, recorded and emptied as soon as possible after rain events (usually within 1-7 days, subject to state of tracks and available staff).

Data recorded by the automatic weather station is downloaded annually.Study extentAutomatic weather stations were established at Tarawi Homestead and Scotia Sanctuary homestead in 1994. They record precipitation, temperature, relative humidity and wind speed and direction. Prior to that time, rainfall records had been maintained since 1941 by visually monitored rain gauge. Four additional visually monitored rain gauges were established in Tarawi NR in January 1997, a further five were established in May 2001, and two were established in Scotia Sanctuary in September 2007.

As of May 2015 a new advanced automatic weather station has been deployed at Tarawi site T2005/2. The exisiting rain gauges have been phased out.

Project funding: Between 2012 and 2018 this project was part of, and funded through the Long Term Ecological Research Network (LTERN) a facility within the Terrestrial Ecosystem Research Network (TERN) and supported by the Australian Government through the National Collaborative Research Infrastructure Strategy.
DOI: 10.25919/5c36caef9c41e
title: Topographic Position Index (3" resolution) derived from 1" SRTM DEM-S

description: Topographic Position Index (TPI) is a topographic position classification identifying upper, middle and lower parts of the landscape. This dataset includes a mask that identifies where topographic position cannot be reliably derived in low relief areas.

The TPI product was derived from Smoothed Digital Elevation Model (DEM-S; ANZCW0703014016), which was derived from the 1 second resolution SRTM data acquired by NASA in February 2000. A masked version of the TPI product was derived using the slope relief classification product.

The 3 second resolution dataset was generated from the 1 second TPI product and masked by the 3” water and ocean mask datasets.
DOI: 10.5281/zenodo.2536652
title: Rawdata of a bibliometric analysis of liver fibrosis magnetic resonance imaging research from 1998 to 2017

description: The details of all literature downloaded from WoSCC as plain-text files including the full records.