Marj Tonini

Publications | Phd and Masters theses

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40 publications

2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2006 | 2005 | 2000 |
2023
Dynamics of agricultural land systems in western Mediterranean areas: a clustering approach based on the self-organizing map
Rabelo Marya Cristina, Tonini Marj, Silvestri Nicola, 2023/10/18. Italian Journal of Agronomy, 18 (3). Peer-reviewed.
[URN][DOI][WoS][serval:BIB_25159F601F60]
 
Quantitative Assessment of the Relationship between Land Use/Land Cover Changes and Wildfires in Southern Europe
Parente Joana, Tonini Marj, Stamou Zoi, Koutsias Nikos, Pereira Mário, 2023/05/11. Fire, 6 (5) p. 198.
[DOI][serval:BIB_CDB5CC4B87BF]
 
Wildfire hazard mapping in the eastern Mediterranean landscape
Trucchia Andrea, Meschi Giorgio, Fiorucci Paolo, Provenzale Antonello, Tonini Marj, Pernice Umberto, 2023. International Journal of Wildland Fire. Peer-reviewed.
[DOI][serval:BIB_31D6FEF8C5A5]
2022
Machine-Learning Applications in Geosciences: Comparison of Different Algorithms and Vegetation Classes' Importance Ranking in Wildfire Susceptibility
Trucchia Andrea, Izadgoshasb Hamed, Isnardi Sara, Fiorucci Paolo, Tonini Marj, 2022/11/18. Geosciences, 12 (11) p. 424. Peer-reviewed.
[URN][DOI][serval:BIB_2A98F3B50263]
Performance and Efficiency of Machine Learning Based Approaches for Wildfire Susceptibility Mapping
Tonini Marj, Pereira Mario G., Fiorucci Paolo, 2022/08/09. p. 38 dans ICFBR 2022.
[URN][DOI][serval:BIB_6DCBAA757913]
 
Spatiotemporal data science: theoretical advances and applications
Amato Federico, Lombardo Luigi, Tonini Marj, Marvuglia Antonino, Castro-Camilo Daniela, Guignard Fabian, 2022/08. Stochastic Environmental Research and Risk Assessment, 36 (8) pp. 2027-2029.
[DOI][WoS][serval:BIB_6DA06F073A9C]
Using data-driven algorithms for semi-automated geomorphological mapping.
Giaccone E., Oriani F., Tonini M., Lambiel C., Mariéthoz G., 2022. Stochastic environmental research and risk assessment, 36 (8) pp. 2115-2131. Peer-reviewed.
[URN][DOI][WoS][Pmid][serval:BIB_94468C4E4AE8]
2021
Spatiotemporal clustering of flash floods in a changing climate (China, 1950–2015)
Wang Nan, Lombardo Luigi, Tonini Marj, Cheng Weiming, Guo Liang, Xiong Junnan, 2021/07/13. Natural Hazards and Earth System Sciences, 21 (7) pp. 2109-2124. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_CCA095A23A2A]
An Explorative Application of Random Forest Algorithm for Archaeological Predictive Modeling. A Swiss Case Study
Castiello Maria Elena, Tonini Marj, 2021/05/21. Journal of Computer Applications in Archaeology, 4 (1) pp. 110-125. Peer-reviewed.
[URN][DOI][serval:BIB_4D65C5FECBD6]
Spatial Assessment of Wildfires Susceptibility in Santa Cruz (Bolivia) Using Random Forest
Bustillo Sánchez Marcela, Tonini Marj, Mapelli Anna, Fiorucci Paolo, 2021/05/20. Geosciences, 11 (5) p. 224. Peer-reviewed.
[URN][DOI][serval:BIB_DCA7FC133F80]
2020
 
Spatio-temporal cluster analysis of recent Italian landslides
Tonini M., Pecoraro G., Romailler K., Calvello M., 2020/12/22. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 16 pp. 1-19. Peer-reviewed.
[DOI][serval:BIB_0F876F3E207F]
A Machine Learning-Based Approach for Wildfire Susceptibility Mapping. The Case Study of the Liguria Region in Italy
Tonini Marj, D'Andrea Mirko, Biondi Guido, Degli Esposti Silvia, Trucchia Andrea, Fiorucci Paolo, 2020/03/18. Geosciences, 10 (3) p. 105. Peer-reviewed.
[URN][DOI][serval:BIB_FAC31D6A6D4B]
2019
 
Spatio-temporal pattern distribution of landslides causing damage in Switzerland
Tonini Marj, Cama Mariaelena, 2019/11. Landslides, 16 (11) pp. 2103-2113. Peer-reviewed.
[DOI][WoS][serval:BIB_D1CBA5536E8F]
 
Geographical exploration and spatial statistics analysis extended to Swiss archeological data
Ceré Raphaël, Castiello Maria Elena, Tonini Marj, 2019., The 21st European Colloquium on Theoretical and Quantitative Geography (ECTQG) pp. 165-166 dans Book of abstract of The 21st European Colloquium on Theoretical and Quantitative Geography (ECTQG) . Peer-reviewed, Geoffrey Caruso, Philippe Gerber, Kate Jones, Olivier Klein and Camille Perchoux.
[serval:BIB_EF8C6595A8E9]
2018
 
Global assessment of rural–urban interface in Portugal related to land cover changes
Tonini Marj, Parente Joana, Pereira Mário G., 2018/06/13. Natural Hazards and Earth System Sciences, 18 (6) pp. 1647-1664. Peer-reviewed.
[DOI][serval:BIB_8226245F9FA9]
Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal
Amato Federico, Tonini Marj, Murgante Beniamino, Kanevski Mikhail, 2018/06. Environmental Modelling and Software, 104 pp. 171-187. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_B014778A90D5]
 
Land use changes, landslides and roads in the Phewa Watershed, Western Nepal from 1979 to 2016
Vuillez Cindy, Tonini Marj, Sudmeier-Rieux Karen, Devkota Sanjaya, Derron Marc-Henri, Jaboyedoff Michel, 2018/05. Applied Geography, 94 pp. 30-40. Peer-reviewed.
[DOI][serval:BIB_7D3C1663A02D]
 
Wildfire susceptibility mapping: Deterministic vs. stochastic approaches
Leuenberger Michael, Parente Joana, Tonini Marj, Pereira Mário Gonzalez, Kanevski Mikhail, 2018/03. Environmental Modelling & Software, 101 pp. 194-203. Peer-reviewed.
[DOI][serval:BIB_79824BA0190F]
2017
 
Evolution of forest fires in Portugal: from spatio-temporal point events to smoothed density maps
Tonini Marj, Pereira Mário Gonzalez, Parente Joana, Vega Orozco Carmen, 2017/02. Natural Hazards, 85 (3) pp. 1489-1510. Peer-reviewed.
[DOI][serval:BIB_DA57B3123809]
2016
Geomorphological activity at a rock glacier front detected with a 3D density-based clustering algorithm
Micheletti Natan, Tonini Marj, Lane Stuart N., 2016/11. Geomorphology, 278 pp. 287-297. Peer-reviewed.
[URN][DOI][serval:BIB_12B5A0826BD9]
 
Characterisation and spatial distribution of gravitational slope deformation in the Upper Rhone catchment (Western Swiss Alps)
Pedrazzini Andrea, Humair Florian, Jaboyedoff Michel, Tonini Marj, 2016/04. Landslides, 13 (2) pp. 259-277. Peer-reviewed.
[DOI][WoS][serval:BIB_EFFA9635EC55]
 
Space-time clustering analysis of wildfires: The influence of dataset characteristics, fire prevention policy decisions, weather and climate
Parente Joana, Pereira Mário G., Tonini Marj, 2016. Science of The Total Environment, 559 pp. 151-165. Peer-reviewed.
[DOI][serval:BIB_A246AABE8AA1]
2015
 
Geospatial approach for defining the Wildland-Urban Interface in the Alpine environment
Conedera M., Tonini M., Oleggini L., Vega Orozco C., Leuenberger M., Pezzatti Gianni B., 2015. Computers, Environment and Urban Systems, 52 pp. 10-20. Peer-reviewed.
[DOI][serval:BIB_E4C86A121B08]
 
Space-time clustering analysis performance of an aggregated dataset: The case of wildfires in Portugal
Pereira Mário G., Caramelo Liliana, Orozco Carmen Vega, Costa Ricardo, Tonini Marj, 2015. Environmental Modelling & Software, 72 (17) pp. 239-249.
[DOI][Pmid][serval:BIB_96E35864B039]
2014
 
Rockfall detection from LIDAR point clouds: A clustering approach using R
Tonini M., Abellan A., 2014. Journal of Spatial Information Science pp. 95-110. Peer-reviewed.
[DOI][serval:BIB_251D5D5E48E7]
Spatial pattern of landslides in Swiss Rhone valley
Tonini M., Pedrazzini A., Penna I., Jaboyedoff M., 2014. Natural Hazards, 73 pp. 97-110. Peer-reviewed.
[URN][DOI][serval:BIB_D1E6ACD4EBED]
2013
 
Avances en la predicción espacio-temporal de desprendimientos de rocas = Recent advances in spatio-temporal prediction of rockfalls
Abellan A., Royan M.J., Carrea D., Vilaplana J., Tonini M., Calvet J., 2013. dans Proceedings of the VIII Spanish Geological Conference.
[serval:BIB_33AD97A659C7]
2012
 
A geomatic approach to Wildland-Urban interface detection
Champendal A., Vega-Orozco C., Ceré R., Kanevski M., Tonini M., 2012. pp. 73-76 dans Billen R., Binard M., Hallot P., Donnay J.P. (eds.) Proceedings of Spatial Analysis and GEOmatics 2012, Unité de Géomatique, Université de Liège, Belgium.
[serval:BIB_D2B0DD18387D]
Cluster recognition in spatial-temporal sequences: The case of forest fires
Vega-Orozco C., Tonini M., Conedera M., Kanevski M., 2012. Geoinformatica, 16 pp. 653-673. Peer-reviewed.
[URN][DOI][serval:BIB_3E28E809C0FB]
 
Spatial patterns analysis of environmental data using R
Golay J., Vega Orozco C., Tonini M., Kanevski M., 2012. pp. 245-252 dans Ertz O., Joost S., Tonini M. (eds.) Open Source Geospatial Research & Education Symposium, Yverdon-les-Bains, Switzerland.
[serval:BIB_2A2DC08EA13B]
2011
 
Exploratory analysis of forest fires spatial distribution using multivariate variography
Vega-Orozco C., Kanevski M., Tonini M., Conedera M., 2011. dans Antoni J.P. (eds.) Dixièmes rencontres de Théo Quant, Besançon, Laboratoire ThéMA Unité Mixte de Recherche (UMR 6049) - CNRS - Université de Franche-Comté.
[serval:BIB_049D51852183]
 
Pattern mining in spatial-temporal sequences: The case of forest fires in Ticino (Switzerland)
Vega Orozco C., Kanevski M., Tonini M., Conedera M., 2011. dans International Symposium on Spatial-Temporal Analysis and Data Mining, University College London, United Kingdom.
[serval:BIB_338129D9766F]
 
Point pattern analysis of spatio-temporal clustering for forest fire occurrences in Ticino (Switzerland)
Vega-Orozco C., Tonini M., Kanevski M., Conedera M., 2011. pp. 126-127 dans Duce P., Spano D. (eds.) International Conference on Fire Behaviour and Risk Focus on Wildland Urban Interface, Sassari, Italy, Department of Economics and Woody Plant Systems (DESA), University of Sassari; National Research Council of Italy, Institute of Biometeorology (CNR-IBIMET).
[serval:BIB_52BB6705DBDC]
 
Wildland-Urban Interface and forest fire ignition in Alpine conditions
Conedera M., Tonini M., Oleggini L., Pezzatti B., Vega-Orozco C., 2011., Consiglio nazionale delle ricerche & Università di Sassari, Italy pp. 47-48 dans Duce P., Spano D. (eds.) International Conference on Fire Behaviour and Risk: Focus on Wildland Urban Interfaces.
[serval:BIB_FC6DBB2A4297]
2010
 
Detection of clusters using space-time scan statistics
Tonini M., Tuia D., Ratle A.F., 2010. International Journal of Wildland Fire, 18 pp. 830-836. Peer-reviewed.
[DOI][serval:BIB_D3C7F2E88C42]
 
Relation between disaster losses and environmental degradation in the peruvian amazon
Tonini M., Vega Orozco C., Charrière M., Tapia R., 2010. 13.
[serval:BIB_B93CF8DFC710]
2006
 
Forest fires cluster detection with space-time scan statistics
Tonini M., Tuia D., Tapia R., Ratle F., 2006. pp. 198-200 dans 4th Swiss Geoscience Meeting, Bern, Switzerland.
[serval:BIB_44694440E89F]
2005
 
Environmental data monitoring and modelling using gis and remote sensing technologies. Case study: Aral sea region
Tonini M., Tapia R., Hamel F., Kanevski M., 2005. pp. 313-314 dans 3rd Swiss Geoscience Meeting, Zürich, Switzerland.
[serval:BIB_D4FB3CDD203C]
 
Statistical learning theory for geospatial data. Case study: Aral sea
Kanevski M., Pozdnukhov A., Tonini M., Maignan M., Motelica M., Savelieva E., 2005. pp. 161-162 dans European colloquium on Theoretical and Quantitative Geography, Tomar, Portugal.
[serval:BIB_82C513F40F89]
2000
 
Effects of high light and ozone fumigation on photosynthesis in Phaseolus vulgaris
Lucia G., Tonini M., Gian Franco S., 2000. Plant Physiology and Biochemistry, 38 pp. 717-725. Peer-reviewed.
[DOI][serval:BIB_ACBE50128E28]
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