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48 Results Found

  • Article
  • Open Access
2 Citations
1,539 Views
27 Pages

This study investigates the factors influencing school trip mode choice among senior high school students in the Chiang Rai urban area, Chiang Rai, Thailand, under normal and adverse weather conditions. Utilizing data from 472 students across six ext...

  • Article
  • Open Access
752 Views
23 Pages

10 September 2025

Seismic hazards in Thailand are frequently overlooked in disaster management planning, leading to insufficient research and significant economic losses during earthquake events. The 2014 Chiang Rai earthquake exposed critical vulnerabilities in Thail...

  • Article
  • Open Access
4 Citations
2,716 Views
15 Pages

13 September 2024

Emergency service facilities play a pivotal role in mitigating the impact of fire disasters in urban areas. This research article delves into the critical aspects of analyzing service coverage for emergency facilities in relation to fire disaster ris...

  • Article
  • Open Access
94 Citations
9,893 Views
13 Pages

Extraction and Characterization of Cellulose from Agricultural By-Products of Chiang Rai Province, Thailand

  • Orapan Romruen,
  • Thomas Karbowiak,
  • Wirongrong Tongdeesoontorn,
  • Khursheed Ahmad Shiekh and
  • Saroat Rawdkuen

29 April 2022

Cellulose is an abundant component of the plant biomass in agricultural waste valorization that may be exploited to mitigate the excessive use of synthetic non-biodegradable materials. This work aimed to investigate the cellulose utilized by alkaline...

  • Article
  • Open Access
1 Citations
2,361 Views
29 Pages

Investigating Travel Mode Choices Under Environmental Stress: Evidence from Air Pollution Events in Chiang Rai, Thailand

  • Ramill Phopluechai,
  • Tosporn Arreeras,
  • Xiaoyan Jia,
  • Krit Sittivangkul,
  • Kittichai Thanasupsin and
  • Patchareeya Chaikaew

18 August 2025

Air pollution poses growing challenges to public health and urban mobility in Southeast Asia. This study investigates how air quality crises affect travel mode choices in Chiang Rai, Thailand, a secondary city experiencing seasonal PM2.5 smog episode...

  • Article
  • Open Access
16 Citations
8,004 Views
19 Pages

18 July 2020

This study investigated the differences in household energy consumption between urban and rural households in northern Thailand, with a particular focus on air-conditioner ownership and use. In-depth visits to 32 households in Chiang Rai were underta...

  • Article
  • Open Access
21 Citations
5,139 Views
13 Pages

The Elemental Characteristics and Human Health Risk of PM2.5 during Haze Episode and Non-Haze Episode in Chiang Rai Province, Thailand

  • Sarima Niampradit,
  • Wissanupong Kliengchuay,
  • Rachaneekorn Mingkhwan,
  • Suwalee Worakhunpiset,
  • Nuttapohn Kiangkoo,
  • Suntorn Sudsandee,
  • Anuttara Hongthong,
  • Weerayuth Siriratruengsuk,
  • Thunyaluk Muangsuwan and
  • Kraichat Tantrakarnapa

Fine particle matter (PM2.5) was directly related to seasonal weather, and has become the influencing factor of air quality that is harmful for human health in Chiang Rai province. The aims were determining the elemental composition in PM2.5 and huma...

  • Article
  • Open Access
9 Citations
6,343 Views
18 Pages

Thailand is not known to be an earthquake-prone country; however, in 2014, an unexpected moderate earthquake caused severe damage to infrastructure and resulted in public panic. This event caught public attention and raised awareness of national seis...

  • Article
  • Open Access
10 Citations
3,600 Views
18 Pages

Nanopore-Based Surveillance of Leishmania Parasites in Culicoides Latrielle (Diptera: Ceratopogonidae) Caught from the Affected Community and Tham Phra Cave in Chiang Rai Province, the Endemic Area of Leishmaniasis in Northern Thailand

  • Rinnara Ampol,
  • Puckavadee Somwang,
  • Pathamet Khositharattanakool,
  • Chulaluk Promrangsee,
  • Thanapat Pataradool,
  • Piyapat Tepboonreung,
  • Padet Siriyasatien and
  • Kanok Preativatanyou

In this research, we elucidated the species composition of Culicoides biting midges, infection prevalence, and genetic diversity of Leishmania parasites circulating in the affected community in Chiang Rai Province, being the most endemic area in Nort...

  • Article
  • Open Access
868 Views
21 Pages

Effective Model of Emerging Disease Prevention and Control in a High-Epidemic Area, Chiang Rai Province

  • Jiraporn Sangsuwan,
  • Phitsanuruk Kanthawee,
  • Pamornsri Inchon,
  • Phataraphon Markmee and
  • Phaibun Chiraphatthakun

A concurrent mixed-methods study was conducted to examine the factors influencing COVID-19 prevention and control behaviors and to describe the management model implemented in Mae Sai District, a Thai–Myanmar border community, from June 2022 to...

  • Article
  • Open Access
3 Citations
2,920 Views
15 Pages

Genotypic Distribution and the Epidemiology of Multidrug Resistant Tuberculosis in Upper Northern Thailand

  • Sukanya Saikaew,
  • Aksara Thongprachum,
  • Rodjana Pongsararuk,
  • Aungkana Thanraka,
  • Naowarat Kunyanone,
  • Boonchai Chaiyasirinroje,
  • Praphan Luangsook,
  • Bordin Butr-Indr,
  • Ponrut Phunpae and
  • Usanee Wattananandkul

1 December 2022

The epidemiology and genotypes of multidrug-resistant tuberculosis (MDR-TB), a global public health threat, remain limited. The genotypic distribution and factors associated with MDR-TB in upper northern Thailand between 2015 and 2019 were investigat...

  • Article
  • Open Access
10 Citations
3,807 Views
17 Pages

Performance Comparison between Particle Swarm Optimization and Differential Evolution Algorithms for Postman Delivery Routing Problem

  • Warisa Wisittipanich,
  • Khamphe Phoungthong,
  • Chanin Srisuwannapa,
  • Adirek Baisukhan and
  • Nuttachat Wisittipanit

17 March 2021

Generally, transportation costs account for approximately half of the total operation expenses of a logistics firm. Therefore, any effort to optimize the planning of vehicle routing would be substantially beneficial to the company. This study focuses...

  • Article
  • Open Access
8 Citations
3,679 Views
21 Pages

Three New Species of Dicephalospora (Helotiaceae, Helotiales) from Thailand

  • Kunthida Phutthacharoen,
  • K. W. Thilini Chethana,
  • Anis S. Lestari,
  • Marc Stadler and
  • Kevin D. Hyde

11 August 2022

Dicephalospora is a genus of Helotiaceae (Helotiales) that presently comprises 14 species, all of which were collected from Asia. The current study describes three additional species and a collection from Chiang Rai and Chiang Mai Provinces, Thailand...

  • Article
  • Open Access
755 Views
27 Pages

Dementia and heart failure are growing global health issues, exacerbated by aging populations and disparities in care access. Diagnosing these conditions often requires advanced equipment or tests with limited availability. A reliable tool distinguis...

  • Article
  • Open Access
2 Citations
3,051 Views
11 Pages

First Molecular Phylogenetic Identification and Report of Pseudocercospora cannabina Causing Leaf Spot Disease on Cannabis sativa in Thailand

  • Dulanjalee Lakmali Harishchandra,
  • Sukanya Haituk,
  • Patchareeya Withee,
  • Nisachon Tamakaew,
  • Nittaya Nokum,
  • Chaorai Kanchanomai,
  • Tonapha Pusadee,
  • Chiharu Nakashima and
  • Ratchadawan Cheewangkoon

Cannabis sativa is gaining attention as an agronomically important crop in many countries around the world. The identification and control of leaf diseases in cannabis are very important for cannabis cultivators as leaves are the most economically im...

  • Article
  • Open Access
13 Citations
7,316 Views
15 Pages

Assessment of Transboundary PM2.5 from Biomass Burning in Northern Thailand Using the WRF-Chem Model

  • Kevalin Inlaung,
  • Chakrit Chotamonsak,
  • Ronald Macatangay and
  • Vanisa Surapipith

26 June 2024

Air pollution, particularly PM2.5, poses a significant environmental and public health concern, particularly in northern Thailand, where elevated PM2.5 levels are prevalent during the dry season (January–May). This study examines the influx and...

  • Article
  • Open Access
39 Citations
9,087 Views
20 Pages

Distribution and Meteorological Control of PM2.5 and Its Effect on Visibility in Northern Thailand

  • Teerachai Amnuaylojaroen,
  • Phonwilai Kaewkanchanawong and
  • Phatcharamon Panpeng

11 March 2023

In the dry season, the north of Thailand always experiences reduced air quality, reduced visibility, and public health exposure from the burning of biomass domestically and in surrounding countries. The purpose of this research was to investigate the...

  • Article
  • Open Access
55 Citations
5,371 Views
14 Pages

Monitoring of the Organophosphate Pesticide Chlorpyrifos in Vegetable Samples from Local Markets in Northern Thailand by Developed Immunoassay

  • Surat Hongsibsong,
  • Tippawan Prapamontol,
  • Ting Xu,
  • Bruce D. Hammock,
  • Hong Wang,
  • Zi-Jian Chen and
  • Zhen-Lin Xu

Chlorpyrifos is an organophosphate pesticide that is wildly used among farmers for crop protection. However, there are concerns regarding its contamination in the environment and food chain. In the present study, an in-house indirect competitive enzy...

  • Article
  • Open Access
17 Citations
6,959 Views
18 Pages

Thai Local Chicken Breeds, Chee Fah and Fah Luang, Originated from Chinese Black-Boned Chicken with Introgression of Red Junglefowl and Domestic Chicken Breeds

  • Trifan Budi,
  • Worapong Singchat,
  • Nivit Tanglertpaibul,
  • Wongsathit Wongloet,
  • Aingorn Chaiyes,
  • Nattakan Ariyaraphong,
  • Worawit Thienpreecha,
  • Wannapa Wannakan,
  • Autchariyapron Mungmee and
  • Kornsorn Srikulnath
  • + 18 authors

19 April 2023

Knowledge of the genetic characteristics, origin, and local adaptation of chickens is essential to identify the traits required for chicken breeding programs. Chee Fah and Fah Luang are black-boned chicken breeds reared in Chiang Rai, Thailand. Chick...

  • Article
  • Open Access
26 Citations
7,502 Views
15 Pages

Efficacy of Cordyceps militaris Extracts against Some Skin Pathogenic Bacteria and Antioxidant Activity

  • Kiratiya Eiamthaworn,
  • Thida Kaewkod,
  • Sakunnee Bovonsombut and
  • Yingmanee Tragoolpua

22 March 2022

Cordyceps militaris has been used for treating various diseases, as well as maintaining good overall health. The antibacterial properties of the C. militaris fruiting body and substrate, cultured in Chiang Mai (sample A and B) and Chiang Rai (sample...

  • Article
  • Open Access
9 Citations
8,063 Views
18 Pages

Impact of Rainfall-Induced Landslide Susceptibility Risk on Mountain Roadside in Northern Thailand

  • Chotirot Dechkamfoo,
  • Sitthikorn Sitthikankun,
  • Thidarat Kridakorn Na Ayutthaya,
  • Sattaya Manokeaw,
  • Warut Timprae,
  • Sarote Tepweerakun,
  • Naruephorn Tengtrairat,
  • Chuchoke Aryupong,
  • Peerapong Jitsangiam and
  • Damrongsak Rinchumphu

Landslide incidents frequently occur in the upper northern region of Thailand due to its topography, which is mostly mountainous with high slopes. In the past, when landslides happened in this area, they affected traffic accessibility for rescue and...

  • Article
  • Open Access
1 Citations
2,616 Views
13 Pages

3 March 2025

Evaluating potential (PES) and realized (RES) ecosystem services can significantly improve the clarity and understanding of sustainable natural resource management practices. This study determined spatial distribution indices and assessed the economi...

  • Article
  • Open Access
14 Citations
4,861 Views
17 Pages

Stachybotrys musae sp. nov., S. microsporus, and Memnoniella levispora (Stachybotryaceae, Hypocreales) Found on Bananas in China and Thailand

  • Binu C. Samarakoon,
  • Dhanushka N. Wanasinghe,
  • Rungtiwa Phookamsak,
  • Jayarama Bhat,
  • Putarak Chomnunti,
  • Samantha C. Karunarathna and
  • Saisamorn Lumyong

7 April 2021

A study was conducted to investigate saprobic fungal niches of Stachybotryaceae (Hypocreales) associated with leaves of Musa (banana) in China and Thailand. Three hyphomycetous taxa were collected during the dry season of 2018 and 2019. After a caref...

  • Article
  • Open Access
19 Citations
3,552 Views
20 Pages

Morphological and Phylogenetic Appraisal of Novel and Extant Taxa of Stictidaceae from Northern Thailand

  • De-Ping Wei,
  • Dhanushka N. Wanasinghe,
  • Eleni Gentekaki,
  • Vinodhini Thiyagaraja,
  • Saisamorn Lumyong and
  • Kevin D. Hyde

19 October 2021

Stictidaceae comprises taxa with diverse lifestyles. Many species in this family are drought resistant and important for studying fungal adaptation and evolution. Stictidaceae comprises 32 genera, but many of them have been neglected for decades due...

  • Article
  • Open Access
3 Citations
4,155 Views
15 Pages

Phenotypic and Chemotypic Relations among Local Andrographis paniculata (Burm. f.) Wall Landrace Collection

  • Nuttacha Eva Onsa,
  • Shashanka K. Prasad,
  • Thanongsak Chaiyaso,
  • Chompunut Lumsangkul and
  • Sarana Rose Sommano

The relationship between the phenotypic and chemical composition of local Andrographis paniculata was evaluated in this study. Five seed collections were sourced from different regions of Thailand, namely Kamphaeng Saen (KS), Udon Thani (UT), Chiang...

  • Article
  • Open Access
28 Citations
5,996 Views
18 Pages

27 February 2020

This research proposes a decision support system for weir sluice gate level adjusting. The proposed system, named AWARD (Appropriate Weir Adjustment with Water Requirement Deliberation), is composed of three modules, which are (1) water level predict...

  • Article
  • Open Access
8 Citations
2,734 Views
29 Pages

Additions to Diatrypaceae (Xylariales): Novel Taxa and New Host Associations

  • Naghmeh Afshari,
  • Omid Karimi,
  • Antonio R. Gomes de Farias,
  • Nakarin Suwannarach,
  • Chitrabhanu S. Bhunjun,
  • Xiang-Yu Zeng and
  • Saisamorn Lumyong

28 November 2023

Diatrypaceae members have a broad distribution and are commonly found on decaying wood. Despite taxonomic and morphological challenges within this group, there has been a growing interest in Diatrypaceae in recent years. The dead branches of several...

  • Article
  • Open Access
5 Citations
3,516 Views
17 Pages

Occurrence of Aspergillus chevalieri and A. niger on Herbal Tea and Their Potential to Produce Ochratoxin A (OTA)

  • Maryam T. Noorabadi,
  • Antonio Roberto Gomes de Farias,
  • Ausana Mapook,
  • Kevin D. Hyde and
  • Saranyaphat Boonmee

29 November 2023

Herbal teas, including Camellia sinensis (black and green teas), are popular beverages with health benefits for consumers worldwide. These products are prepared from natural materials of different plant parts containing antioxidant properties and vit...

  • Article
  • Open Access
46 Citations
10,810 Views
32 Pages

Automated Landslide-Risk Prediction Using Web GIS and Machine Learning Models

  • Naruephorn Tengtrairat,
  • Wai Lok Woo,
  • Phetcharat Parathai,
  • Chuchoke Aryupong,
  • Peerapong Jitsangiam and
  • Damrongsak Rinchumphu

5 July 2021

Spatial susceptible landslide prediction is the one of the most challenging research areas which essentially concerns the safety of inhabitants. The novel geographic information web (GIW) application is proposed for dynamically predicting landslide r...

  • Article
  • Open Access
28 Citations
6,880 Views
11 Pages

Genetic Characterization of Chikungunya Virus in Field-Caught Aedes aegypti Mosquitoes Collected during the Recent Outbreaks in 2019, Thailand

  • Proawpilart Intayot,
  • Atchara Phumee,
  • Rungfar Boonserm,
  • Sriwatapron Sor-suwan,
  • Rome Buathong,
  • Supaporn Wacharapluesadee,
  • Narisa Brownell,
  • Yong Poovorawan and
  • Padet Siriyasatien

Chikungunya virus (CHIKV) is a mosquito-borne virus belonging to the genus Alphavirus. The virus is transmitted to humans by the bite of infected female Aedes mosquitoes, primarily Aedes aegypti. CHIKV infection is spreading worldwide, and it periodi...

  • Article
  • Open Access
4 Citations
3,762 Views
16 Pages

16 January 2023

The aging society of farmers and lack of motivation to pursue a farming career among farmers’ young heirs could induce a severe labor shortage crisis in the farming sector in Thailand in the near future, especially in the upper northern region,...

  • Article
  • Open Access
4 Citations
3,780 Views
24 Pages

7 February 2022

Mineral dust aerosols are composed of a complex mixture of silicates, carbonates, oxides, and sulfates. The minerals’ chemical composition and size distribution are vital parameters to evaluate dust environmental impacts. However, the quantific...

  • Article
  • Open Access
8 Citations
2,827 Views
38 Pages

Diversity of Pleosporalean Fungi Isolated from Rice (Oryza sativa L.) in Northern Thailand and Descriptions of Five New Species

  • Sahar Absalan,
  • Alireza Armand,
  • Ruvishika S. Jayawardena,
  • Eric H. C. McKenzie,
  • Kevin D. Hyde and
  • Saisamorn Lumyong

2 November 2024

Pleosporales represents the largest order within the class Dothideomycetes (Fungi), comprising phytopathogenic, saprobic, and endophytic taxa with a widespread presence in terrestrial and aquatic environments. Rice (Oryza sativa) is a primary economi...

  • Article
  • Open Access
41 Citations
11,228 Views
16 Pages

Functional Properties of Banana Starch (Musa spp.) and Its Utilization in Cosmetics

  • Norramon Thanyapanich,
  • Ampa Jimtaisong and
  • Saroat Rawdkuen

14 June 2021

Unripe banana fruit of Musa acuminata (Musa AAA; Hom Khieo) and Musa sapientum L. (Musa ABB; Namwa) growing in Chiang Rai (Thailand) were used for extraction. The yield of the starches was 16.88% for Hom Khieo (HK) and 22.73% for Namwa (NW) based on...

  • Article
  • Open Access
14 Citations
4,254 Views
60 Pages

Taxonomic Advances from Fungal Flora Associated with Ferns and Fern-like Hosts in Northern Thailand

  • Elaheh Seifollahi,
  • Antonio Roberto Gomes de Farias,
  • Ruvishika Shehali Jayawardena and
  • Kevin D. Hyde

3 February 2023

Ferns are one of the most significant plant groupings that comprise a substantial proportion of the plant flora due to the fact of their great diversity, especially in tropical areas. The biodiversity of fungi associated with ferns and fern-like host...

  • Article
  • Open Access
1,103 Views
26 Pages

CTGAN-Augmented Ensemble Learning Models for Classifying Dementia and Heart Failure

  • Pornthep Phanbua,
  • Sujitra Arwatchananukul,
  • Georgi Hristov and
  • Punnarumol Temdee

6 November 2025

Research shows that individuals with heart failure are 60% more likely to develop dementia because of their shared metabolic risk factors. Developing a classification model to differentiate between these two conditions effectively is crucial for impr...

  • Article
  • Open Access
481 Views
25 Pages

Embodying Indigenous Relationalities with Mathematics

  • Meixi,
  • Racquel Banaszak,
  • George Spears,
  • Eileen Bass,
  • Sukanda Kongkaew,
  • Panthiwa Theechumpa,
  • Amornrat Pinwanna and
  • Alison Ling

31 October 2025

Mathematical learning—understanding patterns, logic, and space—always carries ethical, relational, and political dimensions, even though these might be routinely muted at school. At the same time, Indigenous relationalities have often dri...

  • Article
  • Open Access
1,187 Views
34 Pages

A Comprehensive Characterisation of Mycelium-Based Biomaterials Developed from Panus ciliatus and P. subfasciatus (Panaceae, Polyporales)

  • Sabin Khyaju,
  • Kevin D. Hyde,
  • Kitiphong Khongphinitbunjong,
  • Sitthi Duangphet,
  • Worawoot Aiduang and
  • Thatsanee Luangharn

22 November 2025

Mushroom mycelium-based biomaterials (MMBs) are sustainable materials derived from fungal species and lignocellulosic substrates. In this study, fresh specimens of Panus ciliatus and P. subfasciatus collected from mixed deciduous forests in Chiang Ra...

  • Article
  • Open Access
6 Citations
5,309 Views
17 Pages

Phylogenetic Characterization and Genome Sequence Analysis of Burkholderia glumae Strains Isolated in Thailand as the Causal Agent of Rice Bacterial Panicle Blight

  • Nootjarin Jungkhun,
  • Antonio Roberto Gomes de Farias,
  • Jutatape Watcharachaiyakup,
  • Nuttima Kositcharoenkul,
  • Jong Hyun Ham and
  • Sujin Patarapuwadol

Burkholderia glumae is one of the most critical rice-pathogenic bacteria, and it causes bacterial panicle blight (BPB) in rice plants. In 2017, BPB symptoms were observed from rice fields in Chiang Rai, Northern Thailand. Sixty-one isolates obtained...

  • Article
  • Open Access
16 Citations
7,483 Views
31 Pages

The Impact on Ecosystem Services and the Satisfaction Therewith of Community Forest Management in Northern Thailand

  • Siriluck Thammanu,
  • Hee Han,
  • E. M. B. P. Ekanayake,
  • Yoonkoo Jung and
  • Joosang Chung

6 December 2021

Forest ecosystems provide myriad services that are beneficial to local livelihoods. Successful community forest management (CFM) enhances the provision, overall benefit, and effectiveness of the regulation of ecosystem services and contributes to for...

  • Article
  • Open Access
2 Citations
1,665 Views
24 Pages

The early diagnosis of dementia, a progressive condition impairing memory, cognition, and functional ability in older adults, is essential for timely intervention and improved patient outcomes. This study proposes a novel multiclass classification th...

  • Article
  • Open Access
7 Citations
3,519 Views
15 Pages

Extreme weather can cause ill health in older persons due to a direct thermal effect on the body’s thermoregulation and difficulties in maintaining a healthy lifestyle and accessing the health services they need. To understand experiences in re...

  • Article
  • Open Access
4 Citations
2,558 Views
12 Pages

The Urgent Need for Cardiopulmonary Fitness Evaluation among Wildland Firefighters in Thailand

  • Jinjuta Panumasvivat,
  • Wachiranun Sirikul,
  • Vithawat Surawattanasakul,
  • Kampanat Wangsan and
  • Pheerasak Assavanopakun

Wildland firefighting is a high-risk occupation. The level of cardiopulmonary fitness can indicate whether wildland firefighters are ready to perform their job duties. This study’s objective was to determine wildland firefighters’ cardiop...

  • Article
  • Open Access
1,766 Views
25 Pages

Performance Optimization of Flood Sediment Adobe Bricks Through Natural Additive Integration

  • Andaman Khunaprapakorn,
  • Rungroj Arjwech,
  • Natthaphol Chomsaeng and
  • Sitthiphat Eua-Apiwatch

28 September 2025

This study addresses critical knowledge gaps in adobe construction by systematically investigating soil mineralogy–additive effectiveness relationships and developing dual-additive optimization strategies for flood sediment valorization. Four T...

  • Article
  • Open Access
2 Citations
1,481 Views
32 Pages

The early detection of dementia, a condition affecting both individuals and society, is essential for its effective management. However, reliance on advanced laboratory tests and specialized expertise limits accessibility, hindering timely diagnosis....

  • Article
  • Open Access
2 Citations
2,620 Views
13 Pages

13 November 2023

The prevalence of diabetes mellitus (DM) is increasing rapidly worldwide. Without proper management, DM can have serious complications. We aimed to investigate the association between protection motivation theory (PMT) constructs, self-care behaviors...

  • Article
  • Open Access
198 Views
10 Pages

An Exploratory Comparative Study of the Influence of Thai Massage on Postural Stability in Children with Overweight and Obesity

  • Supapon Kaewsanmung,
  • Vitsarut Buttagat,
  • Ampha Pumpho,
  • Phannarin Suwannarat,
  • Petcharat Keawduangdee,
  • Narongsak Khamnon and
  • Niroat Chartpot

Background: Prolonged obesity in children can lead to a gradual decline in postural stability due to changes in biomechanics, musculoskeletal function, and neuromuscular control. Early interventions may help address these issues. This exploratory stu...

  • Article
  • Open Access
19 Citations
5,873 Views
25 Pages

20 November 2018

This research addresses the problem of planning tourism routes and finding appropriate shopping (market place) locations for agricultural product transportation. Generally, tourists visit popular tourism attractions; and generally, unpopular tourism...