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ORCIDJanne Heiskanen
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Journal Articles
- 2024
[j26]Hanna Elisabet Sorokina
, Matheus Henrique Nunes, Janne Heiskanen, Martha Munyao, James Mwang'ombe, Petri Pellikka, Pasi Raumonen, Eduardo Eiji Maeda:
East African megafauna influence on vegetation structure permeates from landscape to tree level scales. Ecol. Informatics 79: 102435 (2024)- [j25]Ian A. Ocholla, Petri Pellikka, Faith Karanja, Ilja Vuorinne, Tuomas Väisänen, Mark Boitt, Janne Heiskanen:
Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques. Remote. Sens. 16(16): 2929 (2024) - [j24]Ian A. Ocholla, Petri Pellikka, Faith Karanja, Ilja Vuorinne, Tuomas Väisänen, Mark Boitt, Janne Heiskanen:
Correction: Ocholla et al. Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques. Remote Sens. 2024, 16, 2929. Remote. Sens. 16(19): 3656 (2024) - [j23]Zhaozhi Luo, Xinyu Wang, Petri Pellikka, Janne Heiskanen, Yanfei Zhong:
Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral Image Denoising. IEEE Trans. Cybern. 54(10): 5781-5794 (2024) - [j22]Xingjian Zhang, Kai Yan, Jinxiu Liu, Kai Yan, Jiabin Pu, Guangjian Yan, Janne Heiskanen, Peng Zhu, Yuri Knyazikhin, Ranga B. Myneni:
An Insight Into the Internal Consistency of MODIS Global Leaf Area Index Products. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - 2023
- [j21]Bruno Fonseca da Silva, Rodrigo Zimmerle dos Santos Rodrigues, Janne Heiskanen, Temesgen Alemayehu Abera, Suelen Cristina Gasparetto, Adriele Giaretta Biase, Maria Victoria Ramos Ballester, Yhasmin Mendes de Moura, Sônia Maria de Stefano Piedade, Andrezza Karla de Oliveira Silva, Plínio Barbosa de Camargo:
Evaluating the temporal patterns of land use and precipitation under desertification in the semi-arid region of Brazil. Ecol. Informatics 77: 102192 (2023) - [j20]Jingrui Wang, Kai Yan, Si Gao, Jiabin Pu, Jinxiu Liu, Taejin Park, Jian Bi, Eduardo Eiji Maeda, Janne Heiskanen, Yuri Knyazikhin, Ranga B. Myneni:
Improving the Quality of MODIS LAI Products by Exploiting Spatiotemporal Correlation Information. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - 2022
- [j19]Temesgen Alemayehu Abera, Ilja Vuorinne, Martha Munyao, Petri K. E. Pellikka, Janne Heiskanen:
Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data. Data 7(3): 36 (2022) - [j18]Zhipeng Tang, Giuseppe Amatulli, Petri K. E. Pellikka, Janne Heiskanen:
Spectral Temporal Information for Missing Data Reconstruction (STIMDR) of Landsat Reflectance Time Series. Remote. Sens. 14(1): 172 (2022) - [j17]Maria Yli-Heikkilä, Samantha Wittke, Markku Luotamo, Eetu Puttonen, Mika Sulkava, Petri Pellikka, Janne Heiskanen, Arto Klami:
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network. Remote. Sens. 14(17): 4193 (2022) - 2021
- [j16]Zhipeng Tang, Hari Adhikari, Petri K. E. Pellikka, Janne Heiskanen:
A method for predicting large-area missing observations in Landsat time series using spectral-temporal metrics. Int. J. Appl. Earth Obs. Geoinformation 99: 102319 (2021) - [j15]Ilja Vuorinne, Janne Heiskanen, Petri K. E. Pellikka:
Assessing Leaf Biomass of Agave sisalana Using Sentinel-2 Vegetation Indices. Remote. Sens. 13(2): 233 (2021) - [j14]Jinxiu Liu, Eduardo Eiji Maeda, Du Wang, Janne Heiskanen:
Sensitivity of Spectral Indices on Burned Area Detection using Landsat Time Series in Savannas of Southern Burkina Faso. Remote. Sens. 13(13): 2492 (2021) - [j13]Jinxiu Liu, Du Wang, Eduardo Eiji Maeda, Petri K. E. Pellikka, Janne Heiskanen:
Mapping Cropland Burned Area in Northeastern China by Integrating Landsat Time Series and Multi-Harmonic Model. Remote. Sens. 13(24): 5131 (2021) - 2019
- [j12]Janne Heiskanen, Hari Adhikari, Rami Piiroinen, Petteri Packalen, Petri K. E. Pellikka:
Do airborne laser scanning biomass prediction models benefit from Landsat time series, hyperspectral data or forest classification in tropical mosaic landscapes? Int. J. Appl. Earth Obs. Geoinformation 81: 176-185 (2019) - 2018
- [j11]Jinxiu Liu, Janne Heiskanen, Eduardo Eiji Maeda, Petri K. E. Pellikka:
Burned area detection based on Landsat time series in savannas of southern Burkina Faso. Int. J. Appl. Earth Obs. Geoinformation 64: 210-220 (2018) - 2017
- [j10]Henri Riihimäki, Janne Heiskanen, Miska Luoto:
The effect of topography on arctic-alpine aboveground biomass and NDVI patterns. Int. J. Appl. Earth Obs. Geoinformation 56: 44-53 (2017) - [j9]Jaakko Seppänen, Oleg Antropov, Thomas Jagdhuber, Martti Hallikainen, Janne Heiskanen, Jaan Praks:
Improved Characterization of Forest Transmissivity Within the L-MEB Model Using Multisensor SAR Data. IEEE Geosci. Remote. Sens. Lett. 14(8): 1408-1412 (2017) - [j8]Hari Adhikari, Janne Heiskanen, Mika Siljander, Eduardo Maeda, Vuokko Heikinheimo, Petri K. E. Pellikka:
Determinants of Aboveground Biomass across an Afromontane Landscape Mosaic in Kenya. Remote. Sens. 9(8): 827 (2017) - [j7]Rami Piiroinen, Janne Heiskanen, Eduardo Maeda, Arto Viinikka, Petri Pellikka:
Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning. Remote. Sens. 9(9): 875 (2017) - 2016
- [j6]Hari Adhikari, Janne Heiskanen, Eduardo Eiji Maeda, Petri Pellikka:
The effect of topographic normalization on fractional tree cover mapping in tropical mountains: An assessment based on seasonal Landsat time series. Int. J. Appl. Earth Obs. Geoinformation 52: 20-31 (2016) - [j5]Jinxiu Liu, Janne Heiskanen, Ermias Aynekulu, Eduardo Eiji Maeda, Petri K. E. Pellikka:
Land Cover Characterization in West Sudanian Savannas Using Seasonal Features from Annual Landsat Time Series. Remote. Sens. 8(5): 365 (2016) - [j4]Jaakko Seppänen, Juha Kainulainen, Janne Heiskanen, Jaan Praks, Martti Hallikainen:
Measurements of Boreal Coniferous Forest Soil and Humus With an Airborne Radiometer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 3219-3228 (2016) - 2015
- [j3]Rami Piiroinen, Janne Heiskanen, Matti Mottus, Petri Pellikka:
Classification of crops across heterogeneous agricultural landscape in Kenya using AisaEAGLE imaging spectroscopy data. Int. J. Appl. Earth Obs. Geoinformation 39: 1-8 (2015) - 2013
- [j2]Miina Rautiainen, Janne Heiskanen:
Seasonal Contribution of Understory Vegetation to the Reflectance of a Boreal Landscape at Different Spatial Scales. IEEE Geosci. Remote. Sens. Lett. 10(4): 923-927 (2013) - 2011
- [j1]Janne Heiskanen, Miina Rautiainen, Lauri Korhonen, Matti Mottus, Pauline Stenberg:
Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions. Int. J. Appl. Earth Obs. Geoinformation 13(4): 595-606 (2011)
Conference and Workshop Papers
- 2020
- [c5]Zhipeng Tang, Hari Adhikari, Petri K. E. Pellikka, Janne Heiskanen:
Producing a Gap-free Landsat Time Series for the Taita Hills, Southeastern Kenya. IGARSS 2020: 1319-1322 - 2012
- [c4]Miina Rautiainen, Janne Heiskanen, Matti Mottus, Jouni Peltoniemi:
Hyperspectral datasets of boreal forest understory vegetation in Finland. WHISPERS 2012: 1-4 - [c3]Veli-Heikki Vesanto, Matti Mottus, Janne Heiskanen, Miina Rautiainen, Titta Majasalmi:
Atmospheric correction of a seasonal time series of Hyperion EO-1 images and red edge inflection point calculation. WHISPERS 2012: 1-4 - 2011
- [c2]Janne Heiskanen, Miina Rautiainen, Lauri Korhonen, Matti Mottus, Pauline Stenberg:
Generating fine resolution leaf area index maps for boreal forests of Finland. IGARSS 2011: 2326-2329 - 2010
- [c1]Miina Rautiainen, Pauline Stenberg, Petr Lukes, Matti Mottus, Janne Heiskanen:
Estimating canopy spectral invariants from ground reference and remote sensing data. WHISPERS 2010: 1-4
Coauthor Index
aka: Petri K. E. Pellikka
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