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J

Janne Heiskanen

University of Helsinki

37H-index
166Paper Count
4.5KCitation Count
Published Papers 79
Publication Date
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Game-changers in global slum detection? A review of remote sensing for assessing complexity of informal settlements
errInternational Journal of Remote Sensing
IF2.6
err2026-05-20
err0
PREAI
errJuzheng Fan; Janne Heiskanen; Jani Vuolteenaho; Haoxuan Sa
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Empowering tree-scale monitoring over large areas: Individual tree delineation from high-resolution imagery
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-01-20
err0
errOAAI
errXinlian Liang; Yinrui Wang; Jun Pan; Janne Heiskanen; Ningning Wang; Siyu Wu; Ilja Vuorinne; Jiaojiao Tian; Jonas Troles; Myriam Cloutier; Stefano Puliti; Aishwarya Chandrasekaran; James Ball; Xiangcheng Mi; Guochun Shen; Kun Song; Guofan Shao; Rasmus Astrup; Yunsheng Wang; Petri Pellikka
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Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-01-08
err0
errOAAI
errZhaozhi Luo; Janne Heiskanen; Ilja Vuorinne; Ian Ocholla; Shiqi Zhang; Saana Järvinen; Xinyu Wang; Yanfei Zhong; Petri Pellikka
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Habitat degradation relates to reduced immune function in nestlings, but not adults, of a tropical forest bird
errSCIENCE OF NATURE
IF2.1
err2025-11-26
err0
errOAAI
errSorg, Tamara Isabelle; Hegemann, Arne; Cousseau, Laurence; Kung'u, Gladys Nyakeru; Heiskanen, Janne; Pellikka, Petri; Githiru, Mwangi; Lens, Luc; Apfelbeck, Beate
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Remote sensing and computer vision for detection of water pans in agropastoral areas of Taita Taveta County in Kenya
errInternational Journal of Remote Sensing
IF2.6
err2025-11-25
err0
errOAAI
errPauline T. Ogola; Ian A. Ocholla; Ilja Vuorinne; Mwadime Mjomba; Gretchen Gettel; Janne Heiskanen; Petri Pellikka
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Deforestation reduces microclimate buffering of African montane forests
errCommunications Earth & Environment
IF8.9
err2025-11-07
err0
errOAAI
errTemesgen Alemayehu Abera; Eduardo Eiji Maeda; Janne Heiskanen; Stephan Wöllauer; Sara Alibakhshi; Petri Pellikka; Andreas Hemp; Ayoub Moradi; Binyam Tesfaw Hailu; Mohammed Ahmed Muhammed; Dirk Zeuss
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Towards monitoring livestock using satellite imagery: Transferability of object detection and segmentation models in Kenyan rangelands
errISPRS Open Journal of Photogrammetry and Remote Sensing
IF0
err2025-11-01
err0
errOAAI
errOcholla, Ian A.; Heiskanen, Janne; Karanja, Faith; Boitt, Mark; Pellikka, Petri
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County-level cropland fragmentation in China (1990–2023): a bidirectional transformation perspective
errEnvironmental Research Letters
IF5.6
err2025-09-05
err0
errOAAI
errHuaikai Weng; Yaxuan Chang; Yongwu Dai; Liming Zhang; Dong Zhang; Xiaoxun Huang; Yaqun Liu; Yanlong Guan; Janne Heiskanen
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Tillage and biomass detection for estimating winter-time cropland management practices with satellite remote sensing
errEuropean Journal of Remote Sensing
IF3.7
err2025-07-01
err0
errOAAI
errMaria Yli-Heikkilä; Arto Klami; Samantha Wittke; Markku Luotamo; Pinja Mero; Petri Pellikka; Janne Heiskanen; Mwaba Hiltunen; Kari Luojus; Golda Prakasam; Mikko Strahlendorff; Markus Törmä; Mi Sulkava
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Three-decade urbanization effects on urban land surface phenology in the mid-high latitude Northern Hemisphere
errURBAN FORESTRY & URBAN GREENING
IF6.7
err2025-04-01
err0
PREAI
errYin, Peiyi; Li, Xuecao; Heiskanen, Janne; Pellikka, Petri
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Comparative analysis of global urban land surface phenology between the MODIS and VIIRS products and extraction methods
errJOURNAL OF ENVIRONMENTAL MANAGEMENT
IF8.4
err2025-02-01
err0
PREAI
errYin, Peiyi; Li, Xuecao; Heiskanen, Janne; Pellikka, Petri
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Habitat disturbance alters movement behaviour in a social Afrotropical forest bird
errBIOLOGICAL CONSERVATION
IF4.4
err2025-02-01
err0
errOAAI
errKung'u, Gladys Nyakeru; Fischer, Christina; Heiskanen, Janne; Cousseau, Laurence; Githiru, Mwangi; Habel, Jan Christian; Mortega, Kim G.; Njoroge, Peter; Alila, Linda; Pellikka, Petri; Lens, Luc; Apfelbeck, Beate
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Detection of Forest Burned Area Using a Spatiotemporal Algorithm Based on Spectral Index Time Series Data
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errYunhao Li; Jinxiu Liu; Eduardo Eiji Maeda; Xuecao Li; Petri Pellikka; Janne Heiskanen
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errSave
Unsupervised hyperspectral noise estimation and restoration via interband-invariant representation learning
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-12-01
err0
errOAAI
errLuo, Zhaozhi; Heiskanen, Janne; Wang, Xinyu; Zhong, Yanfei; Pellikka, Petri
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Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral Image Denoising
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2024-10-01
err3
errOAAI
errLuo, Zhaozhi; Wang, Xinyu; Pellikka, Petri; Heiskanen, Janne; Zhong, Yanfei
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Deforestation amplifies climate change effects on warming and cloud level rise in African montane forests
errNATURE COMMUNICATIONS
IF15.7
err2024-08-14
err0
errOAAI
errAbera, Temesgen Alemayehu; Heiskanen, Janne; Maeda, Eduardo Eiji; Muhammed, Mohammed Ahmed; Bhandari, Netra; Vakkari, Ville; Hailu, Binyam Tesfaw; Pellikka, Petri K. E.; Hemp, Andreas; van Zyl, Pieter G.; Zeuss, Dirk
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Comparison of field and imaging spectroscopy to optimize soil organic carbon and nitrogen estimation in field laboratory conditions
errCATENA
IF5.7
err2024-08-01
err1
errOAAI
errMahmud, Ashfak; Luotamo, Markku; Karhu, Kristiina; Pellikka, Petri; Tuure, Juuso; Heiskanen, Janne
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East African megafauna influence on vegetation structure permeates from landscape to tree level scales
errECOLOGICAL INFORMATICS
IF7.3
err2024-03-01
err3
errOAAI
errSorokina, Hanna Elisabet; Nunes, Matheus Henrique; Heiskanen, Janne; Munyao, Martha; Mwang'ombe, James; Pellikka, Petri; Raumonen, Pasi; Maeda, Eduardo Eiji
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Livestock detection in African rangelands: Potential of highresolution remote sensing data
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2024-01-01
err4
errOAAI
errOcholla, Ian A.; Pellikka, Petri; Karanja, Faith N.; Vuorinne, Ilja; Odipo, Victor; Heiskanen, Janne
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An Insight Into the Internal Consistency of MODIS Global Leaf Area Index Products
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err4
PREAI
errZhang, Xingjian; Yan, Kai; Liu, Jinxiu; Yang, Kai; Pu, Jiabin; Yan, Guangjian; Heiskanen, Janne; Zhu, Peng; Knyazikhin, Yuri; Myneni, Ranga B.
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Research Directions

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Co-authors
Cooperation Journals
R
Ranga B. Myneni
H-index: 130 · Papers: 586
T
Timo Vesala
H-index: 108 · Papers: 968
L
Luiz E. O. C. Aragão
H-index: 87 · Papers: 487
Liu Junguo cover
Liu Junguo (Junguo Liu)
H-index: 83 · Papers: 445
M
Miska Luoto
H-index: 77 · Papers: 479
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