All Stories

  1. Data-driven environmental monitoring of soil potentially toxic elements using multisource remote sensing and Machine Learning

    Article • March 2026, Copernicus GmbH

    Carmine Massarelli

  2. Evaluating the Effectiveness of Nature-Based Solutions: Technical, Economic, and Managerial Insights from Case Studies Comparisons

    Article • Applied Sciences, March 2026, MDPI AG

    Carmine Massarelli

  3. From Analytical Detection to Spatial Prediction: LC–MS and Machine Learning Approaches for Glyphosate Monitoring in Interconnected Land–Soil–Water Systems

    Article • Land, February 2026, MDPI AG

    Carmine Massarelli

  4. Digital Twin in Territorial Planning: Comparative Analysis for the Development of Adaptive Cities

    Article • Urban Science, February 2026, MDPI AG

    Carmine Massarelli

  5. Super-Resolution of Sentinel-2 Satellite Images: A Comparison of Different Interpolation Methods for Spatial Knowledge Extraction

    Article • Machine Learning and Knowledge Extraction, January 2026, MDPI AG

    Carmine Massarelli

  6. A Multilevel Machine Learning Framework for Mapping and Predicting Diffuse and Point-Source Heavy Metal Contamination in Surface Soils

    Article • Earth, December 2025, MDPI AG

    Carmine Massarelli

  7. Improving Urban Resilience Through a Scalable Multi-Criteria Planning Approach

    Article • Urban Science, August 2025, MDPI AG

    Carmine Massarelli

  8. Innovation and Research to Support Policies on Sustainable Development Goals: An Integrated ICT Platform for the Definition and Monitoring of Programs in Puglia Region, Italy

    Article • ISPRS International Journal of Geo-Information, April 2025, MDPI AG

    Carmine Massarelli

  9. Isolation Forest for Environmental Monitoring: A Data-Driven Approach to Land Management

    Article • Environments, April 2025, MDPI AG

    Carmine Massarelli

  10. Geosite of Fiume Piccolo, Puglia: Innovative Technologies for Natural Heritage Monitoring

    Article • Heritage, March 2025, MDPI AG

    Carmine Massarelli

  11. Characterization of Synanthropic Habitats on Shallow Seabeds Using Map Clustering Techniques: A Case Study in Taranto, Apulia, Italy

    Article • Ecologies, November 2024, MDPI AG

    Carmine Massarelli

  12. Developing a Calculation Workflow for Designing and Monitoring Urban Ecological Corridors: A Case Study

    Article • Urban Science, October 2024, MDPI AG

    Carmine Massarelli

  13. Machine Learning in Geosciences: A Review of Complex Environmental Monitoring Applications

    Article • Machine Learning and Knowledge Extraction, June 2024, MDPI AG

    Carmine Massarelli

  14. Assessing glyphosate and AMPA pesticides in the Ofanto River waters and sediments

    Article • Marine Pollution Bulletin, May 2024, Elsevier

    Carmine Massarelli

  15. The Contribution of Open Source Software in Identifying Environmental Crimes Caused by Illicit Waste Management in Urban Areas

    Article • Urban Science, March 2024, MDPI AG

    Carmine Massarelli

  16. Application of Wood and Vegetable Waste-Based Biochars in Sustainable Agriculture: Evaluation on Nitrate Leaching, Pesticide Fate, Soil Properties, and Brassica oleracea Growth

    Article • Environments, January 2024, MDPI AG

    Carmine Massarelli

  17. A critical review of biodegradable plastic mulch films in agriculture: Definitions, scientific background and potential impacts

    Article • TrAC Trends in Analytical Chemistry, January 2024, Elsevier

    Carmine Massarelli

  18. Monitoring of Coastal Dunes and Lagoons: Important Ecosystems to Safeguard

    Article • Environments, December 2023, MDPI AG

    Carmine Massarelli

  19. Dynamics of pesticides in surface water bodies by applying data mining to spatiotemporal big data. A case study for the Puglia Region

    Article • Ecological Informatics, December 2023, Elsevier

    Carmine Massarelli

  20. Dithiocarbamates: Properties, Methodological Approaches and Challenges to Their Control

    Article • Toxics, October 2023, MDPI AG

    Carmine Massarelli

  21. A First Step towards Developing a Decision Support System Based on the Integration of Environmental Monitoring Activities for Regional Water Resource Protection

    Article • Hydrology, August 2023, MDPI AG

    Carmine Massarelli

  22. In-Depth Monitoring of Anthropic Activities in the Puglia Region: What Is the Acceptable Compromise between Economic Activities and Environmental Protection?

    Article • Sustainability, May 2023, MDPI AG

    Carmine Massarelli

  23. Climatic, bioclimatic, and pedological influences on the vegetation classification of "Bosco dell'Incoronata" in Southern Italy

    Article • RENDICONTI LINCEI, March 2023, Springer Science + Business Media

    Carmine Massarelli

  24. An Integrated Approach to Assess Smart Passive Bioventing as a Sustainable Strategy for the Remediation of a Polluted Site by Persistent Organic Pollutants

    Article • Sustainability, February 2023, MDPI AG

    Carmine Massarelli

  25. Fourier Transform Infrared Spectroscopy to Assess the Degree of Alteration of Artificially Aged and Environmentally Weathered Microplastics

    Article • Polymers, February 2023, MDPI AG

    Carmine Massarelli

  26. Monitoring of Temporary Ponds as Indicators of Environmental Quality

    Article • January 2023, IntechOpen

    Carmine Massarelli

  27. An Overall Perspective for the Study of Emerging Contaminants in Karst Aquifers

    Article • Resources, November 2022, MDPI AG

    Carmine Massarelli

  28. Assessment of metals associated with virgin pre-production and freshwater microplastics collected by an Italian river

    Article • NanoImpact, October 2022, Elsevier

    Carmine Massarelli

  29. Evaluating the Influence of Nitrogen Fertilizers and Biochar on Brassica oleracea L. var. botrytis by the Use of Fourier Transform Infrared (FTIR) Spectroscopy

    Article • Sustainability, September 2022, MDPI AG

    Carmine Massarelli

  30. Vis-NIR Reflectance Spectroscopy and PLSR to Predict PCB Content in Severely Contaminated Soils: A Perspective Approach

    Article • Applied Sciences, August 2022, MDPI AG

    Carmine Massarelli

  31. Development of a UHPLC-MS/MS method to enhance the detection of Glyphosate, AMPA and Glufosinate at sub-microgram / L levels in water samples

    Article • Journal of Chromatography A, June 2022, Elsevier

    Carmine Massarelli

  32. Effects and Impacts of Different Oxidative Digestion Treatments on Virgin and Aged Microplastic Particles

    Article • Polymers, May 2022, MDPI AG

    Carmine Massarelli

  33. Use of Biochar to Improve the Sustainable Crop Production of Cauliflower (Brassica oleracea L.)

    Article • Plants, April 2022, MDPI AG

    Carmine Massarelli

  34. Custom Methodology to Improve Geospatial Interpolation at Regional Scale with Open-Source Software

    Article • Knowledge, February 2022, MDPI AG

    Carmine Massarelli

  35. The Use of Weather Radar Data: Possibilities, Challenges and Advanced Applications

    Article • Earth, February 2022, MDPI AG

    Carmine Massarelli

  36. IoT Applications Computing

    Article • January 2022, IntechOpen

    Carmine Massarelli

  37. Artificial Intelligence and Water Cycle Management

    Article • January 2022, IntechOpen

    Carmine Massarelli

  38. Microplastics pollution in the terrestrial environments: Poorly known diffuse sources and implications for plants

    Article • The Science of The Total Environment, January 2022, Elsevier

    Carmine Massarelli

  39. Protection of Water Resources from Agriculture Pollution: An Integrated Methodological Approach for the Nitrates Directive 91–676-EEC Implementation

    Article • International Journal of Environmental Research and Public Health, December 2021, MDPI AG

    Carmine Massarelli

  40. The monitoring of pesticides in water matrices and the analytical criticalities: A review

    Article • TrAC Trends in Analytical Chemistry, November 2021, Elsevier

    Carmine Massarelli

  41. Olive Trees By-Products as Sources of Bioactive and Other Industrially Useful Compounds: A Systematic Review

    Article • Molecules, August 2021, MDPI AG

    Carmine Massarelli

  42. Do Freshwater Fish Eat Microplastics? A Review with A Focus on Effects on Fish Health and Predictive Traits of MPs Ingestion

    Article • Water, August 2021, MDPI AG

    Carmine Massarelli

  43. A Handy Open-Source Application Based on Computer Vision and Machine Learning Algorithms to Count and Classify Microplastics

    Article • Water, July 2021, MDPI AG

    Carmine Massarelli

  44. Towards Sustainable Management of Mussel Farming through High-Resolution Images and Open Source Software—The Taranto Case Study

    Article • Remote Sensing, July 2021, MDPI AG

    Carmine Massarelli

  45. Development of Ecological Strategies for the Recovery of the Main Nitrogen Agricultural Pollutants: A Review on Environmental Sustainability in Agroecosystems

    Article • Sustainability, June 2021, MDPI AG

    Carmine Massarelli

  46. Dangerous Risk Factors to be Considered for Proper Management of Agroecosystems

    Article • April 2021, IntechOpen

    Carmine Massarelli

  47. Ground Penetrating Radar as a Functional Tool to Outline the Presence of Buried Waste: A Case Study in South Italy

    Article • Sustainability, March 2021, MDPI AG

    Carmine Massarelli

  48. A Relevant Screening of Organic Contaminants Present on Freshwater and Pre-Production Microplastics

    Article • Toxics, November 2020, MDPI AG

    Carmine Massarelli

  49. A Practical Overview of Methodologies for Sampling and Analysis of Microplastics in Riverine Environments

    Article • Sustainability, August 2020, MDPI AG

    Carmine Massarelli

  50. Chromium Pollution in European Water, Sources, Health Risk, and Remediation Strategies: An Overview

    Article • International Journal of Environmental Research and Public Health, July 2020, MDPI AG

    Carmine Massarelli

  51. Microplastics and their possible sources: The example of Ofanto river in southeast Italy

    Article • Environmental Pollution, March 2020, Elsevier

    Carmine Massarelli

  52. A Detailed Review Study on Potential Effects of Microplastics and Additives of Concern on Human Health

    Article • International Journal of Environmental Research and Public Health, February 2020, MDPI AG

    Carmine Massarelli

  53. Proceedings of the 2nd International Conference on Microplastic Pollution in the Mediterranean Sea

    Article • January 2020, Springer Science + Business Media

    Carmine Massarelli

  54. Methodology for the implementation of monitoring plans with different spatial and temporal scales of plant protection products residues in water bodies based on site-specific environmental pressures assessments

    Article • Human and Ecological Risk Assessment An International Journal, March 2019, Taylor & Francis

    Carmine Massarelli, Ciro Galeone

  55. Fast detection of significantly transformed areas due to illegal waste burial with a procedure applicable to Landsat images

    Article • International Journal of Remote Sensing, October 2017, Taylor & Francis

    Carmine Massarelli

  56. Detection of asbestos-containing materials in agro-ecosystem by the use of airborne hyperspectral CASI-1500 sensor including the limited use of two UAVs equipped with RGB cameras

    Article • International Journal of Remote Sensing, September 2016, Taylor & Francis

    Carmine Massarelli

  57. Systems and alerts for civil protection application: Territorial analysis, scenarios elaboration and fields application through a new technological approach

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Carmine Massarelli

  58. Safeguarding Drinking Water: Use and Quality of Water, Case Study of Taranto Province

    Article • Procedia Engineering, January 2014, Elsevier

    Carmine Massarelli