Janne Heiskanen

33 papers C 2Journal 28Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Integrating field camera imagery for monitoring maize phenology, biophysical traits, and agroclimatic factors in smallholder farms. Comput. Electron. Agric. Ashfak Mahmud, Atikul Hoque, Juuso Tuure, Laura Alakukku, Pirjo S. A. Mäkelä, Sheila Wachiye, Mwadime Mjomba, Petri K. E. Pellikka, Janne Heiskanen
2024	J	`jnl`	An Insight Into the Internal Consistency of MODIS Global Leaf Area Index Products. IEEE Trans. Geosci. Remote. Sens. Xingjian Zhang, Kai Yan, Jinxiu Liu, Kai Yan, Jiabin Pu, Guangjian Yan, Janne Heiskanen, Peng Zhu, Yuri Knyazikhin, Ranga B. Myneni
2024	J	`jnl`	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. Ian A. Ocholla, Petri Pellikka, Faith Karanja, Ilja Vuorinne, Tuomas Väisänen, Mark Boitt, Janne Heiskanen
2024	J	`jnl`	East African megafauna influence on vegetation structure permeates from landscape to tree level scales. Ecol. Informatics Hanna Elisabet Sorokina, Matheus Henrique Nunes, Janne Heiskanen, Martha Munyao, James Mwang'ombe, Petri Pellikka, Pasi Raumonen, Eduardo Eiji Maeda
2024	J	`jnl`	Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques. Remote. Sens. Ian A. Ocholla, Petri Pellikka, Faith Karanja, Ilja Vuorinne, Tuomas Väisänen, Mark Boitt, Janne Heiskanen
2024	J	`jnl`	Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral Image Denoising. IEEE Trans. Cybern. Zhaozhi Luo, Xinyu Wang, Petri Pellikka, Janne Heiskanen, Yanfei Zhong
2024	J	`jnl`	Unsupervised hyperspectral noise estimation and restoration via interband-invariant representation learning. Int. J. Appl. Earth Obs. Geoinformation Zhaozhi Luo, Janne Heiskanen, Xinyu Wang, Yanfei Zhong, Petri Pellikka
2023	J	`jnl`	Evaluating the temporal patterns of land use and precipitation under desertification in the semi-arid region of Brazil. Ecol. Informatics 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
2023	J	`jnl`	Improving the Quality of MODIS LAI Products by Exploiting Spatiotemporal Correlation Information. IEEE Trans. Geosci. Remote. Sens. Jingrui Wang, Kai Yan, Si Gao, Jiabin Pu, Jinxiu Liu, Taejin Park, Jian Bi, Eduardo Eiji Maeda, Janne Heiskanen, Yuri Knyazikhin, Ranga B. Myneni
2022	J	`jnl`	Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data. Data Temesgen Alemayehu Abera, Ilja Vuorinne, Martha Munyao, Petri K. E. Pellikka, Janne Heiskanen
2022	J	`jnl`	Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network. Remote. Sens. Maria Yli-Heikkilä, Samantha Wittke, Markku Luotamo, Eetu Puttonen, Mika Sulkava, Petri Pellikka, Janne Heiskanen, Arto Klami
2022	J	`jnl`	Spectral Temporal Information for Missing Data Reconstruction (STIMDR) of Landsat Reflectance Time Series. Remote. Sens. Zhipeng Tang, Giuseppe Amatulli, Petri K. E. Pellikka, Janne Heiskanen
2021	J	`jnl`	A method for predicting large-area missing observations in Landsat time series using spectral-temporal metrics. Int. J. Appl. Earth Obs. Geoinformation Zhipeng Tang, Hari Adhikari, Petri K. E. Pellikka, Janne Heiskanen
2021	J	`jnl`	Assessing Leaf Biomass of Agave sisalana Using Sentinel-2 Vegetation Indices. Remote. Sens. Ilja Vuorinne, Janne Heiskanen, Petri K. E. Pellikka
2021	J	`jnl`	Mapping Cropland Burned Area in Northeastern China by Integrating Landsat Time Series and Multi-Harmonic Model. Remote. Sens. Jinxiu Liu, Du Wang, Eduardo Eiji Maeda, Petri K. E. Pellikka, Janne Heiskanen
2021	J	`jnl`	Sensitivity of Spectral Indices on Burned Area Detection using Landsat Time Series in Savannas of Southern Burkina Faso. Remote. Sens. Jinxiu Liu, Eduardo Eiji Maeda, Du Wang, Janne Heiskanen
2020	C	`conf`	Producing a Gap-free Landsat Time Series for the Taita Hills, Southeastern Kenya. IGARSS Zhipeng Tang, Hari Adhikari, Petri K. E. Pellikka, Janne Heiskanen
2019	J	`jnl`	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 Janne Heiskanen, Hari Adhikari, Rami Piiroinen, Petteri Packalen, Petri K. E. Pellikka
2018	J	`jnl`	Burned area detection based on Landsat time series in savannas of southern Burkina Faso. Int. J. Appl. Earth Obs. Geoinformation Jinxiu Liu, Janne Heiskanen, Eduardo Eiji Maeda, Petri K. E. Pellikka
2017	J	`jnl`	Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning. Remote. Sens. Rami Piiroinen, Janne Heiskanen, Eduardo Maeda, Arto Viinikka, Petri Pellikka
2017	J	`jnl`	Determinants of Aboveground Biomass across an Afromontane Landscape Mosaic in Kenya. Remote. Sens. Hari Adhikari, Janne Heiskanen, Mika Siljander, Eduardo Maeda, Vuokko Heikinheimo, Petri K. E. Pellikka
2017	J	`jnl`	Improved Characterization of Forest Transmissivity Within the L-MEB Model Using Multisensor SAR Data. IEEE Geosci. Remote. Sens. Lett. Jaakko Seppänen, Oleg Antropov, Thomas Jagdhuber, Martti Hallikainen, Janne Heiskanen, Jaan Praks
2017	J	`jnl`	The effect of topography on arctic-alpine aboveground biomass and NDVI patterns. Int. J. Appl. Earth Obs. Geoinformation Henri Riihimäki, Janne Heiskanen, Miska Luoto
2016	J	`jnl`	Land Cover Characterization in West Sudanian Savannas Using Seasonal Features from Annual Landsat Time Series. Remote. Sens. Jinxiu Liu, Janne Heiskanen, Ermias Aynekulu, Eduardo Eiji Maeda, Petri K. E. Pellikka
2016	J	`jnl`	Measurements of Boreal Coniferous Forest Soil and Humus With an Airborne Radiometer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jaakko Seppänen, Juha Kainulainen, Janne Heiskanen, Jaan Praks, Martti Hallikainen
2016	J	`jnl`	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 Hari Adhikari, Janne Heiskanen, Eduardo Eiji Maeda, Petri Pellikka
2015	J	`jnl`	Classification of crops across heterogeneous agricultural landscape in Kenya using AisaEAGLE imaging spectroscopy data. Int. J. Appl. Earth Obs. Geoinformation Rami Piiroinen, Janne Heiskanen, Matti Mottus, Petri Pellikka
2013	J	`jnl`	Seasonal Contribution of Understory Vegetation to the Reflectance of a Boreal Landscape at Different Spatial Scales. IEEE Geosci. Remote. Sens. Lett. Miina Rautiainen, Janne Heiskanen
2012	—	`conf`	Atmospheric correction of a seasonal time series of Hyperion EO-1 images and red edge inflection point calculation. WHISPERS Veli-Heikki Vesanto, Matti Mottus, Janne Heiskanen, Miina Rautiainen, Titta Majasalmi
2012	—	`conf`	Hyperspectral datasets of boreal forest understory vegetation in Finland. WHISPERS Miina Rautiainen, Janne Heiskanen, Matti Mottus, Jouni Peltoniemi
2011	C	`conf`	Generating fine resolution leaf area index maps for boreal forests of Finland. IGARSS Janne Heiskanen, Miina Rautiainen, Lauri Korhonen, Matti Mottus, Pauline Stenberg
2011	J	`jnl`	Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions. Int. J. Appl. Earth Obs. Geoinformation Janne Heiskanen, Miina Rautiainen, Lauri Korhonen, Matti Mottus, Pauline Stenberg
2010	—	`conf`	Estimating canopy spectral invariants from ground reference and remote sensing data. WHISPERS Miina Rautiainen, Pauline Stenberg, Petr Lukes, Matti Mottus, Janne Heiskanen