{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T00:46:21Z","timestamp":1783039581595,"version":"3.54.6"},"reference-count":63,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2024,12,24]],"date-time":"2024-12-24T00:00:00Z","timestamp":1734998400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"De La Salle University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>Dispatching goods is becoming more difficult to manage in the field of logistics due to the high demand for order shipments. This is related to the increasing popularity of the use of e-commerce platforms by consumers, where products are required to be delivered rather than being bought in physical stores. Dispatch management is one of the critical components in a supply chain since it covers the coordination of tasks among stakeholders from the warehouse to the consumer\u2019s doorstep. In this study, the authors propose a framework leveraging geographic information to sustain logistics operations, specifically in terms of managing last-mile delivery and return trip orders. This includes scheduling, communications, and the inventorying of the shipment status of goods. A mobile application built on this framework was integrated with a waypoint order optimization algorithm considering an entire route that traverses all the required pick-up and delivery points. It was pilot tested with an actual dispatch operation of a logistics company, yielding decreases of 92% and 43% in the average turnaround time and carbon footprint per completed service request, respectively, a decrease of 57% in operations cost, and an increase of 72% in profit. With the adoption of this framework, this study aims to contribute to the overall efficiency and sustainability of logistics operations in a wider geographic range.<\/jats:p>","DOI":"10.3390\/ijgi14010001","type":"journal-article","created":{"date-parts":[[2024,12,24]],"date-time":"2024-12-24T09:00:57Z","timestamp":1735030857000},"page":"1","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Geographic Information System-Based Framework for Sustainable Small and Medium-Sized Enterprise Logistics Operations"],"prefix":"10.3390","volume":"14","author":[{"given":"Jonathan","family":"Agoo","sequence":"first","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Renz Joshua","family":"Lanuza","sequence":"additional","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jonathan","family":"Lee","sequence":"additional","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul Anthony","family":"Rivera","sequence":"additional","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Neil Oliver","family":"Velasco","sequence":"additional","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2037-9236","authenticated-orcid":false,"given":"Marielet","family":"Guillermo","sequence":"additional","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arvin","family":"Fernando","sequence":"additional","affiliation":[{"name":"Gokongwei College of Engineering, De La Salle University, Manila 1004, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,12,24]]},"reference":[{"key":"ref_1","first-page":"100045","article-title":"A systematic literature review on the factors influencing e-commerce adoption in developing countries","volume":"8","author":"Hendricks","year":"2024","journal-title":"Data Inf. Manag."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"100183","DOI":"10.1016\/j.joitmc.2023.100183","article-title":"E-commerce adoption by SMEs and its effect on marketing performance: An extended of TOE framework with ai integration, innovation culture, and customer tech-savviness","volume":"10","author":"Salah","year":"2024","journal-title":"J. Open Innov. Technol. Mark. Complex."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"138871","DOI":"10.1016\/j.jclepro.2023.138871","article-title":"Logistics density, E-commerce and high-quality economic development: An empirical analysis based on provincial panel data in China","volume":"426","author":"Zeng","year":"2023","journal-title":"J. Clean. Prod."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"813","DOI":"10.1016\/j.procs.2024.03.067","article-title":"Supardi, Ismail, Gatut Prijo Utomu, Model Development of Factors Affecting Intention to Use in Third-Party Logistics","volume":"234","author":"Aristio","year":"2024","journal-title":"Procedia Comput. Sci."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"107406","DOI":"10.1016\/j.resconrec.2023.107406","article-title":"Enhancing third-party logistics providers partnerships: An approach through the D.L.A.R.C.S supply chain paradigm","volume":"202","author":"Zarbakhshnia","year":"2024","journal-title":"Resour. Conserv. Recycl."},{"key":"ref_6","unstructured":"Dolan, S. (2022). Last mile delivery logistics explained: Problems & solutions. Insid. Intell., 15."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"103573","DOI":"10.1016\/j.tre.2024.103573","article-title":"The multi-fleet delivery problem combined with trucks, tricycles, and drones for last-mile logistics efficiency requirements under multiple budget constraints","volume":"187","author":"Chen","year":"2024","journal-title":"Transp. Res. Part E: Logist. Transp. Rev."},{"key":"ref_8","unstructured":"Onfleet, Inc. (2024, August 01). What Is a last mile delivery?. Delivered Blog., Available online: https:\/\/onfleet.com\/blog\/what-is-last-mile-delivery\/."},{"key":"ref_9","unstructured":"Mai, T. (2024, August 01). What Is Reverse Logistics?. How It Works and Types, March 2022, Magenest., Available online: https:\/\/magenest.com\/en\/what-is-reverse-logistics\/."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"106631","DOI":"10.1016\/j.engappai.2023.106631","article-title":"Sustainable last mile parcel delivery and return service using drones","volume":"124","author":"Yanpirat","year":"2023","journal-title":"Eng. Appl. Artif. Intell."},{"key":"ref_11","unstructured":"(2024, August 01). Truck Dispatcher Job Description, Betterteam. Available online: https:\/\/www.betterteam.com\/truck-dispatcher-job-description."},{"key":"ref_12","unstructured":"Kaushik, S. (2024, August 01). Common Challenges in Scheduling and Dispatch Management, LinkedIn. Available online: https:\/\/www.linkedin.com\/pulse\/common-challenges-scheduling-dispatch-management-suyash-Kaushik."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"106728","DOI":"10.1016\/j.cor.2024.106728","article-title":"Multi-objective shipment consolidation and dispatching problem","volume":"169","year":"2024","journal-title":"Comput. Oper. Res."},{"key":"ref_14","unstructured":"Crippa, M., Guizzardi, D., Solazzo, E., Muntean, M., Schaaf, E., Monforti-Ferrario, F., Banja, M., Olivier, J., Grassi, G., and Rossi, S. (2021). GHG Emissions of All World Countries. EUR 30831 EN, Publications Office of the European Union."},{"key":"ref_15","unstructured":"P\u00f6rtner, H.-O., Roberts, D.C., Tignor, M.M.B., Poloczanska, E.S., Mintenbeck, K., Alegr\u00eda, A., Craig, M., Langsdorf, S., L\u00f6schke, S., and M\u00f6ller, V. (2022). Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1080\/15568318.2020.1847367","article-title":"Electric Vehicles Performing Last-Mile Delivery in B2C e-Commerce: An Economic and Environmental Assessment","volume":"16","author":"Siragusa","year":"2022","journal-title":"Int. J. Sustain. Transp."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1108\/MSCRA-06-2020-0016","article-title":"Managing carbon footprint for a sustainable supply chain: A systematic literature review","volume":"2","author":"Ghosh","year":"2020","journal-title":"Mod. Supply Chain. Res. Appl."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"102253","DOI":"10.1016\/j.trd.2020.102253","article-title":"Achieving sustainable development of supply chain by incorporating various carbon regulatory mechanisms","volume":"81","author":"Sherafati","year":"2020","journal-title":"Transp. Res. Part D Transp. Environ."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"1506","DOI":"10.1016\/j.trpro.2016.05.115","article-title":"Zero emission city logistics: Current practices in freight electromobility and feasibility in the near future","volume":"14","author":"Quak","year":"2016","journal-title":"Transp. Res. Procedia"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10696-013-9180-9","article-title":"Reducing Greenhouse Gas Emissions of a Heterogeneous Vehicle Fleet","volume":"26","author":"Kopfer","year":"2014","journal-title":"Flex Serv. Manuf. J."},{"key":"ref_21","first-page":"1","article-title":"The Impact of E-Commerce Development on Urban Logistics Sustainability","volume":"4","author":"Ding","year":"2016","journal-title":"Open J. Soc. Sci."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"101886","DOI":"10.1016\/j.tre.2020.101886","article-title":"An intelligent logistics service system for enhancing dispatching operations in an IoT environment","volume":"135","author":"Wang","year":"2020","journal-title":"Transp. Res. Part E Logist. Transp. Rev."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"102842","DOI":"10.1016\/j.tre.2022.102842","article-title":"Community logistics for dynamic vehicle dispatching: The effects of community departure \u201ctime\u201d and \u201cspace\u201d","volume":"165","author":"Ouyang","year":"2022","journal-title":"Transp. Res. Part E Logist. Transp. Rev."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"954","DOI":"10.1016\/j.ejor.2022.01.021","article-title":"Optimizing two-dimensional vehicle loading and dispatching decisions in freight logistics","volume":"302","author":"Salman","year":"2022","journal-title":"Eur. J. Oper. Res."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.trc.2006.03.002","article-title":"Neighborhood search heuristics for a dynamic vehicle dispatching problem with pick-ups and deliveries","volume":"14","author":"Gendreau","year":"2006","journal-title":"Transp. Res. Part C Emerg. Technol."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1038","DOI":"10.1007\/s12517-021-07265-2","article-title":"Optimal routing of household waste collection using ArcGIS application: A case study of El Bousten district, Sfax city, Tunisia","volume":"14","author":"Sallem","year":"2021","journal-title":"Arab. J. Geosci."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1329","DOI":"10.1007\/s00521-020-05034-y","article-title":"An optimization study based on Dijkstra algorithm for a network with trapezoidal picture fuzzy numbers","volume":"33","author":"Akram","year":"2021","journal-title":"Neural Comput. Appl."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"112113","DOI":"10.1016\/j.asoc.2024.112113","article-title":"An interaction-enhanced co-evolutionary algorithm for electric vehicle routing optimization","volume":"165","author":"Zhu","year":"2024","journal-title":"Appl. Soft Comput."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"104653","DOI":"10.1016\/j.trc.2024.104653","article-title":"Optimization of customer service and driver dispatch areas for on-demand food delivery","volume":"165","author":"Yang","year":"2024","journal-title":"Transp. Res. Part C Emerg. Technol."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"103927","DOI":"10.1016\/j.jnca.2024.103927","article-title":"GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning","volume":"229","author":"Ding","year":"2024","journal-title":"J. Netw. Comput. Appl."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Fernando, A.H., Guillermo, M.A., Lim, L.A.G., Bandala, A.A., Vicerra, R.R.P., Dadios, E.P., and Naguib, R.N. (2024). Load Pushing Capacity Analysis of Individual and Multi-Cooperative Mobile Robot through Symbiotic Application. Int. J. Mech. Eng. Robot. Res., 13.","DOI":"10.18178\/ijmerr.13.2.304-313"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"012037","DOI":"10.1088\/1757-899X\/1109\/1\/012037","article-title":"Velocity analysis of a six wheel modular mobile robot using MATLAB-Simulink","volume":"1109","author":"Fernando","year":"2021","journal-title":"IOP Conf. Ser. Mater. Sci. Eng."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"926","DOI":"10.1080\/19427867.2022.2113273","article-title":"Hybrid long short-term memory deep learning model and Dijkstra\u2019s Algorithm for fastest travel route recommendation considering eco-routing factors","volume":"15","author":"Kumar","year":"2023","journal-title":"Transp. Lett."},{"key":"ref_34","first-page":"103907","article-title":"A passage time\u2013cost optimal A* algorithm for cross-country path planning","volume":"130","author":"Liu","year":"2024","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1618","DOI":"10.1109\/TLA.2021.9477223","article-title":"Dynamic dispatch algorithm proposal for last-mile delivery vehicle","volume":"19","year":"2021","journal-title":"IEEE Lat. Am. Trans."},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Nakechbandi, M., and Colin, J.Y. (2020, January 28\u201330). Studying the rerouting of empty carriers during their return trips to manage rare mobile resources in a physical internet. Proceedings of the 2020 5th International Conference on Logistics Operations Management (GOL), Rabat, Morocco.","DOI":"10.1109\/GOL49479.2020.9314733"},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Azari, M., Jawab, F., Arif, J., Khaoua, Y., El Jaouhari, A., and Moustabchir, H. (2022, January 25\u201327). From City Logistics to a Merger of Smart Cities and Smart Logistics. Proceedings of the 2022 14th International Colloquium of Logistics and Supply Chain Management (LOGISTIQUA), El Jadida, Morocco.","DOI":"10.1109\/LOGISTIQUA55056.2022.9938020"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"1974","DOI":"10.1109\/ACCESS.2017.2781187","article-title":"Optimal transfer point locations in two-stage distribution systems","volume":"6","author":"McDougall","year":"2017","journal-title":"IEEE Access"},{"key":"ref_39","unstructured":"Abhilashani, G.K., Ranathunga, M.I.D., and Wijayanayake, A.N. (2023, January 29). Minimising Last Mile Delivery Cost and Vehicle Usage Through an Optimised Delivery Network Considering Customer-Preferred Time Windows. Proceedings of the 2023 International Research Conference on Smart Computing and Systems Engineering (SCSE), Kelaniya, Sri Lanka."},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Shee, H., Miah, S., Taboada, I., and De Vass, T. (2020, January 5\u20137). Smart City\u2013Smart Logistics Amalgamation. Proceedings of the 2020 IEEE European Technology and Engineering Management Summit (E-TEMS), Dortmund, Germany.","DOI":"10.1109\/E-TEMS46250.2020.9111852"},{"key":"ref_41","doi-asserted-by":"crossref","unstructured":"Yongmei, R., Linghong, H., and Yongqing, M. (2015, January 13\u201314). Logistics distribution route optimization method for peach products transport. Proceedings of the 2015 Seventh International Conference on Measuring Technology and Mechatronics Automation, Nanchang, China.","DOI":"10.1109\/ICMTMA.2015.153"},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Wanganoo, L., and Patil, A. (April, January 4). Preparing for the smart cities: IoT enabled last-mile delivery. Proceedings of the 2020 Advances in Science and Engineering Technology International Conferences (ASET), Dubai, United Arab Emirates.","DOI":"10.1109\/ASET48392.2020.9118197"},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"Samouh, F., Gluza, V., Djavadian, S., Meshkani, S., and Farooq, B. (October, January 28). Multimodal autonomous last-mile delivery system design and application. Proceedings of the 2020 IEEE International Smart Cities Conference (ISC2), Piscataway, NJ, USA.","DOI":"10.1109\/ISC251055.2020.9239082"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"85017","DOI":"10.1109\/ACCESS.2021.3087751","article-title":"Unmanned aerial vehicle last mile delivery considering backhauls","volume":"9","author":"Jeon","year":"2021","journal-title":"IEEE Access"},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Huang, Z., Huang, Z., Li, J., Huang, D., Fan, J., and Ng, W.W. (2017, January 21\u201323). No-Load Backhaul Ratio Reduction by Interactive Routing for Small Goods Delivery with Time Window Constraints. Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), Exeter, UK.","DOI":"10.1109\/iThings-GreenCom-CPSCom-SmartData.2017.50"},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Ma, H., Kuang, H., and Huang, M. (2021, January 22\u201324). A last-mile delivery problem with alternative delivery options based on prospect theory. Proceedings of the 2021 33rd Chinese Control and Decision Conference (CCDC), Kunming, China.","DOI":"10.1109\/CCDC52312.2021.9601418"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"12179","DOI":"10.1109\/ACCESS.2020.2964328","article-title":"Route optimization for last-mile distribution of rural E-commerce logistics based on ant colony optimization","volume":"8","author":"Liu","year":"2020","journal-title":"IEEE Access"},{"key":"ref_48","unstructured":"Damayanti, T.R., Kusumaningrum, A.L., Susanty, Y.D., and Islam, S.S. (2020, January 10\u201314). Route optimization using saving matrix method\u2014A case study at public logistics company in indonesia. Proceedings of the International Conference on Industrial Engineering and Operations Management, Detroit, MI, USA."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1108\/IJPDLM-12-2021-0532","article-title":"Digitalization and third-party logistics performance: Exploring the roles of customer collaboration and government support","volume":"53","author":"Zhou","year":"2023","journal-title":"Int. J. Phys. Distrib. Logist. Manag."},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Dimitrov, I., and Dimitrova, A. (2021, January 7\u20138). Impact of using third-party logistics provider on organizational performance in the Bulgarian context. Proceedings of the 2021 IV International Conference on High Technology for Sustainable Development (HiTech), Sofia, Bulgaria.","DOI":"10.1109\/HiTech53072.2021.9614228"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"901","DOI":"10.1108\/IJPDLM-02-2019-0048","article-title":"Innovative solutions to increase last-mile delivery efficiency in B2C e-commerce: A literature review","volume":"49","author":"Mangiaracina","year":"2019","journal-title":"Int. J. Phys. Distrib. Logist. Manag."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"102172","DOI":"10.1016\/j.omega.2019.102172","article-title":"Integrated planning of inbound and outbound logistics with a Rich Vehicle Routing Problem with backhauls","volume":"92","author":"Marques","year":"2020","journal-title":"Omega"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1016\/j.ejor.2019.01.008","article-title":"A multiple objective transportation problem approach to dynamic truck dispatching in surface mines","volume":"276","author":"Afrapoli","year":"2019","journal-title":"Eur. J. Oper. Res."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Shah, S.R., See, H.H., and Samadi, S. (2021, January 24\u201326). Applicability of Digital Tracking System on Third Party Logistics (TPL) Services. Proceedings of the 2021 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Marrakech, Morocco.","DOI":"10.1109\/ICTMOD52902.2021.9750416"},{"key":"ref_55","unstructured":"Othman, M.F.I., Masrom, N.R., Isnin, I.F., Rasi, R.Z., Abd Rahim, Y., and Arshad, Y. (2021, January 25\u201326). Blockchain Adoption Intention by a Third-Party Logistics Company: A Malaysian Case Study. Proceedings of the 2021 7th International Conference on Research and Innovation in Information Systems (ICRIIS), Johor Bahru, Malaysia."},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Francisco, K.G., Vicerra, R.R.P., Concepcion, R.S., Bandala, A.A., Fernando, A.H., and Guillermo, M.A. (2023, January 19\u201323). Soil Type Factor Estimation Based on ERT Apparent Resistivity Using Supervised Machine Learning Models. Proceedings of the 2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), Coron, Philippines.","DOI":"10.1109\/HNICEM60674.2023.10589097"},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Pascua, A.R.A., Rivera, M., Guillermo, M., Bandala, A., and Sybingco, E. (2022, January 19\u201321). Face Recognition and Identification Using Successive Subspace Learning for Human Resource Utilization Assessment. Proceedings of the 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), Jeju Island, Republic of Korea.","DOI":"10.1109\/ICTC55196.2022.9952691"},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"12","DOI":"10.20965\/jaciii.2024.p0012","article-title":"Simulated vs. Actual Application of Symbiotic Model on Six Wheel Modular Multi-Agent System for Linear Traversal Mission","volume":"28","author":"Fernando","year":"2024","journal-title":"J. Adv. Comput. Intell. Intell. Inform."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Ping, L. (2009, January 26\u201327). Strategy of green logistics and sustainable development. Proceedings of the 2009 International Conference on Information Management, Innovation Management and Industrial Engineering, Xi\u2019an, China.","DOI":"10.1109\/ICIII.2009.89"},{"key":"ref_60","unstructured":"(2024, August 01). Lalamove, Delivery Pricing & Rates. Available online: https:\/\/www.lalamove.com\/en-ph\/all-delivery-pricing-detail."},{"key":"ref_61","unstructured":"(2024, August 01). Available online: https:\/\/www.epa.gov\/system\/files\/documents\/2022-04\/ghg_emission_factors_hub.pdf."},{"key":"ref_62","unstructured":"(2024, August 01). Available online: https:\/\/ghgprotocol.org\/sites\/default\/files\/2023-03\/Scope3_Calculation_Guidance_0%5B1%5D.pdf."},{"key":"ref_63","doi-asserted-by":"crossref","unstructured":"Guillermo, M., Francisco, K., Concepcion, R., Fernando, A., Bandala, A., Vicerra, R.R., and Dadios, E. (2023, January 18\u201319). A Comparative Study on Satellite Image Analysis for Road Traffic Detection using YOLOv3-SPP Keras RetinaNet and Full Convolutional Network. Proceedings of the 2023 8th International Conference on Business and Industrial Research (ICBIR), Bangkok, Thailand.","DOI":"10.1109\/ICBIR57571.2023.10147590"}],"container-title":["ISPRS International Journal of Geo-Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2220-9964\/14\/1\/1\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T16:59:19Z","timestamp":1760115559000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2220-9964\/14\/1\/1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,24]]},"references-count":63,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,1]]}},"alternative-id":["ijgi14010001"],"URL":"https:\/\/doi.org\/10.3390\/ijgi14010001","relation":{},"ISSN":["2220-9964"],"issn-type":[{"value":"2220-9964","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,24]]}}}