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Maarit Middleton

geological survey of finland (gtk)

19H-index
90Paper Count
1.0KCitation Count
Published Papers 30
Publication Date
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GeoFusion: A hybrid convolutional neural network-transformer model for boreal peatland classification
errEngineering Applications of Artificial Intelligence
IF8
err2026-05-20
err0
errOAAI
errFahimeh Farahnakian; Luca Zelioli; Farshad Farahnakian; Maarit Middleton; Javad Sheikh; Jukka Heikkonen
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Geochemistry of Norway spruce transpired canopy fluids exhibits signs of underlying orogenic Au-Co mineralization in northern Finland
errGEOCHEMISTRY-EXPLORATION ENVIRONMENT ANALYSIS
IF1.9
err2026-05-01
err0
PREAI
errMiddleton, Maarit; Pospiech, Solveig; Kinnunen, Janne
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Biomineralized gold nanoparticles along with endophytic bacterial taxa in needles of Norway spruce (Picea abies)
errEnvironmental Microbiome
IF5.4
err2025-08-30
err0
errOAAI
errKaisa Lehosmaa; Piippa R. Wäli; Aleksi Sutinen; Janne J. Koskimäki; Maarit Middleton; Saija H.K. Ahonen; Minna Männistö; Anna Maria Pirttilä; Raimo Sutinen
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Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network
errEcological Informatics
IF7.3
err2025-06-30
err0
errOAAI
errLuca Zelioli; Fahimeh Farahnakian; Maarit Middleton; Timo P. Pitkänen; Sakari Tuominen; Paavo Nevalainen; Jonne Pohjankukka; Jukka Heikkonen
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Mapping and monitoring peatland conditions from global to field scale
errBIOGEOCHEMISTRY
IF3.7
err2023-10-10
err40
errOAAI
errMinasny, Budiman; Adetsu, Diana Vigah; Aitkenhead, Matt; Artz, Rebekka R. E.; Baggaley, Nikki; Barthelmes, Alexandra; Beucher, Amelie; Caron, Jean; Conchedda, Giulia; Connolly, John; Deragon, Raphael; Evans, Chris; Fadnes, Kjetil; Fiantis, Dian; Gagkas, Zisis; Gilet, Louis; Gimona, Alessandro; Glatzel, Stephan; Greve, Mogens H.; Habib, Wahaj; Hergoualc'h, Kristell; Hermansen, Cecilie; Kidd, Darren B.; Koganti, Triven; Kopansky, Dianna; Large, David J.; Larmola, Tuula; Lilly, Allan; Liu, Haojie; Marcus, Matthew; Middleton, Maarit; Morrison, Keith; Petersen, Rasmus Jes; Quaife, Tristan; Rochefort, Line; Rudiyanto; Toca, Linda; Tubiello, Francesco N.; Weber, Peter Lystbaek; Weldon, Simon; Widyatmanti, Wirastuti; Williamson, Jenny; Zak, Dominik
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Porttipahta end moraine in Finnish Lapland is constrained to Early Weichselian (MIS 5d, Herning stadial)
errGEOMORPHOLOGY
IF3.3
err2021-11-01
err3
errOAAI
errSutinen, Raimo; Middleton, Maarit
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Subglacial squeeze-up moraines adjacent to the Vaalajarvi-Ristonmannikko glacially-induced fault system, Finnish Lapland
errGEOMORPHOLOGY
IF3.3
err2021-07-01
err2
errOAAI
errSutinen, Raimo; Sutinen, Aleksi; Middleton, Maarit
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A machine learning approach to tungsten prospectivity modelling using knowledge-driven feature extraction and model confidence
errGEOSCIENCE FRONTIERS
IF8.9
err2020-11-01
err16
errOAAI
errYeomans, Christopher M.; Shail, Robin K.; Grebby, Stephen; Nykanen, Vesa; Middleton, Maarit; Lusty, Paul A. J.
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Soil water drives distribution of northern boreal conifers Picea abies and Pinus sylvestris
errJOURNAL OF HYDROLOGY
IF6.3
err2020-09-01
err9
PREAI
errSutinen, Raimo; Middleton, Maarit
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errSave
Pattern recognition of LiDAR data and sediment anisotropy advocate a polygenetic subglacial mass-flow origin for the Kemijarvi hummocky moraine field in northern Finland
errGEOMORPHOLOGY
IF3.3
err2020-08-01
err9
PREAI
errMiddleton, Maarit; Nevalainen, Paavo; Hyvonen, Eija; Heikkonen, Jukka; Sutinen, Raimo
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Machine learning-based mapping of micro-topographic earthquake-induced paleo-Pulju moraines and liquefaction spreads from a digital elevation model acquired through laser scanning
errGEOMORPHOLOGY
IF3.3
err2020-06-01
err11
PREAI
errMiddleton, Maarit; Heikkonen, Jukka; Nevalainen, Paavo; Hyvonen, Eija; Sutinen, Raimo
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Imputation of values above an upper detection limit in compositional data
errCOMPUTERS & GEOSCIENCES
IF4.4
err2020-03-01
err7
errOAAI
errMiksova, D.; Filzmoser, P.; Middleton, M.
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Impact of mechanical site preparation on soil properties at clear-cut Norway spruce sites on mafic rocks of the Lapland Greenstone Belt
errSOIL & TILLAGE RESEARCH
IF6.8
err2019-03-01
err13
errOAAI
errSutinen, Raimo; Gustaysson, Nils; Hanninen, Pekka; Middleton, Maarit; Raisanen, Marja Liisa
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errSave
Integrated Object-Based Image Analysis for semi-automated geological lineament detection in southwest England
errCOMPUTERS & GEOSCIENCES
IF4.4
err2019-02-01
err28
errOAAI
errYeomans, Christopher M.; Middleton, Maarit; Shail, Robin K.; Grebby, Stephen; Lusty, Paul A. J.
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errSave
Electrical-sedimentary anisotropy of landforms adjacent to postglacial faults in Lapland
errGEOMORPHOLOGY
IF3.3
err2019-02-01
err9
PREAI
errSutinen, Raimo; Hyvonen, Eija; Liwata-Kenttala, Pauliina; Middleton, Maarit; Ojala, Antti; Ruskeeniemi, Timo; Sutinen, Aleksi; Mattila, Jussi
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Post-Younger Dryas fault instability and deformations on ice lineations in Finnish Lapland
errGEOMORPHOLOGY
IF3.3
err2019-02-01
err5
PREAI
errSutinen, Raimo; Andreani, Louis; Middleton, Maarit
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Biogeochemical anomaly response of circumboreal shrubs and juniper to the Juomasuo hydrothermal Au-Co deposit in northern Finland
errAPPLIED GEOCHEMISTRY
IF3.4
err2018-11-01
err3
errOAAI
errMiddleton, Maarit; Torppa, Johanna; Wali, Piippa R.; Sutinen, Raimo
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Assessing the ability to combine hyperspectral imaging (HSI) data with Mineral Liberation Analyzer (MLA) data to characterize phosphate rocks
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2018-07-01
err22
PREAI
errLaakso, K.; Middleton, M.; Heinig, T.; Baers, R.; Lintinen, P.
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Earthquake-induced deformations on ice-stream landforms in Kuusamo, eastern Finnish Lapland
errGLOBAL AND PLANETARY CHANGE
IF4
err2018-01-01
err16
PREAI
errSutinen, Raimo; Hyvonen, Eija; Middleton, Maarit; Airo, Meri-Liisa
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Maskevarri Rahppat in Finnmark, northern Norway - is it an earthquake-induced landform complex?
errSOLID EARTH
IF2.7
err2014-07-21
err11
errOAAI
errSutinen, R.; Aro, I.; Narhi, P.; Piekkari, M.; Middleton, M.
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Research Directions

No research directions
Co-authors
Cooperation Journals
B
Budiman Minasny
H-index: 94 · Papers: 734
M
Matthew A. Marcus
H-index: 79 · Papers: 446
C
Chris Evans
H-index: 79 · Papers: 614
F
Francesco N. Tubiello
H-index: 71 · Papers: 298
P
Peter Filzmoser
H-index: 68 · Papers: 504
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