Estimating canopy spectral invariants from ground reference and remote sensing data. - Miina Rautiainen; Pauline Stenberg; Petr Lukes; Matti Mottus; Janne Heiskanen (WHISPERS, 2010)

Generating fine resolution leaf area index maps for boreal forests of Finland. - Janne Heiskanen; Miina Rautiainen; Lauri Korhonen; Matti Mottus; Pauline Stenberg (IGARSS, 2011)

Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions. - Janne Heiskanen; Miina Rautiainen; Lauri Korhonen; Matti Mottus; Pauline Stenberg (Int. J. Appl. Earth Obs. Geoinformation, 2011)

Hyperspectral datasets of boreal forest understory vegetation in Finland. - Miina Rautiainen; Janne Heiskanen; Matti Mottus; Jouni Peltoniemi (WHISPERS, 2012)

Atmospheric correction of a seasonal time series of Hyperion EO-1 images and red edge inflection point calculation. - Veli-Heikki Vesanto; Matti Mottus; Janne Heiskanen; Miina Rautiainen; Titta Majasalmi (WHISPERS, 2012)

Seasonal Contribution of Understory Vegetation to the Reflectance of a Boreal Landscape at Different Spatial Scales. - Miina Rautiainen; Janne Heiskanen (IEEE Geosci. Remote. Sens. Lett., 2013)

Classification of crops across heterogeneous agricultural landscape in Kenya using AisaEAGLE imaging spectroscopy data. - Rami Piiroinen; Janne Heiskanen; Matti Mottus; Petri Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2015)

The effect of topographic normalization on fractional tree cover mapping in tropical mountains: An assessment based on seasonal Landsat time series. - Hari Adhikari; Janne Heiskanen; Eduardo Eiji Maeda; Petri Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Land Cover Characterization in West Sudanian Savannas Using Seasonal Features from Annual Landsat Time Series. - Jinxiu Liu; Janne Heiskanen; Ermias Aynekulu; Eduardo Eiji Maeda; Petri K. E. Pellikka (Remote. Sens., 2016)

Measurements of Boreal Coniferous Forest Soil and Humus With an Airborne Radiometer. - Jaakko Seppänen; Juha Kainulainen; Janne Heiskanen; Jaan Praks; Martti Hallikainen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

The effect of topography on arctic-alpine aboveground biomass and NDVI patterns. - Henri Riihimäki; Janne Heiskanen; Miska Luoto (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Improved Characterization of Forest Transmissivity Within the L-MEB Model Using Multisensor SAR Data. - Jaakko Seppänen; Oleg Antropov; Thomas Jagdhuber; Martti Hallikainen; Janne Heiskanen; Jaan Praks (IEEE Geosci. Remote. Sens. Lett., 2017)

Determinants of Aboveground Biomass across an Afromontane Landscape Mosaic in Kenya. - Hari Adhikari; Janne Heiskanen; Mika Siljander; Eduardo Maeda; Vuokko Heikinheimo; Petri K. E. Pellikka (Remote. Sens., 2017)

Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning. - Rami Piiroinen; Janne Heiskanen; Eduardo Maeda; Arto Viinikka; Petri Pellikka (Remote. Sens., 2017)

Burned area detection based on Landsat time series in savannas of southern Burkina Faso. - Jinxiu Liu; Janne Heiskanen; Eduardo Eiji Maeda; Petri K. E. Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Do airborne laser scanning biomass prediction models benefit from Landsat time series, hyperspectral data or forest classification in tropical mosaic landscapes? - Janne Heiskanen; Hari Adhikari; Rami Piiroinen; Petteri Packalen; Petri K. E. Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Producing a Gap-free Landsat Time Series for the Taita Hills, Southeastern Kenya. - Zhipeng Tang; Hari Adhikari; Petri K. E. Pellikka; Janne Heiskanen (IGARSS, 2020)

A method for predicting large-area missing observations in Landsat time series using spectral-temporal metrics. - Zhipeng Tang; Hari Adhikari; Petri K. E. Pellikka; Janne Heiskanen (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Sensitivity of Spectral Indices on Burned Area Detection using Landsat Time Series in Savannas of Southern Burkina Faso. - Jinxiu Liu; Eduardo Eiji Maeda; Du Wang; Janne Heiskanen (Remote. Sens., 2021)

Mapping Cropland Burned Area in Northeastern China by Integrating Landsat Time Series and Multi-Harmonic Model. - Jinxiu Liu; Du Wang; Eduardo Eiji Maeda; Petri K. E. Pellikka; Janne Heiskanen (Remote. Sens., 2021)

Assessing Leaf Biomass of Agave sisalana Using Sentinel-2 Vegetation Indices. - Ilja Vuorinne; Janne Heiskanen; Petri K. E. Pellikka (Remote. Sens., 2021)

Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data. - Temesgen Alemayehu Abera; Ilja Vuorinne; Martha Munyao; Petri K. E. Pellikka; Janne Heiskanen (Data, 2022)

Spectral Temporal Information for Missing Data Reconstruction (STIMDR) of Landsat Reflectance Time Series. - Zhipeng Tang; Giuseppe Amatulli; Petri K. E. Pellikka; Janne Heiskanen (Remote. Sens., 2022)

Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network. - Maria Yli-Heikkilä; Samantha Wittke; Markku Luotamo; Eetu Puttonen; Mika Sulkava; Petri Pellikka; Janne Heiskanen; Arto Klami (Remote. Sens., 2022)

Improving the Quality of MODIS LAI Products by Exploiting Spatiotemporal Correlation Information. - Jingrui Wang; Kai Yan 001; Si Gao; Jiabin Pu; Jinxiu Liu; Taejin Park; Jian Bi; Eduardo Eiji Maeda; Janne Heiskanen; Yuri Knyazikhin; Ranga B. Myneni (IEEE Trans. Geosci. Remote. Sens., 2023)

Evaluating the temporal patterns of land use and precipitation under desertification in the semi-arid region of Brazil. - 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 (Ecol. Informatics, 2023)

Unsupervised hyperspectral noise estimation and restoration via interband-invariant representation learning. - Zhaozhi Luo; Janne Heiskanen; Xinyu Wang 003; Yanfei Zhong; Petri Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2024)

An Insight Into the Internal Consistency of MODIS Global Leaf Area Index Products. - Xingjian Zhang; Kai Yan 001; Jinxiu Liu; Kai Yan 007; Jiabin Pu; Guangjian Yan; Janne Heiskanen; Peng Zhu; Yuri Knyazikhin; Ranga B. Myneni (IEEE Trans. Geosci. Remote. Sens., 2024)

East African megafauna influence on vegetation structure permeates from landscape to tree level scales. - Hanna Elisabet Sorokina; Matheus Henrique Nunes; Janne Heiskanen; Martha Munyao; James Mwang'ombe; Petri Pellikka; Pasi Raumonen; Eduardo Eiji Maeda (Ecol. Informatics, 2024)

Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques. - Ian A. Ocholla; Petri Pellikka; Faith Karanja; Ilja Vuorinne; Tuomas Väisänen; Mark Boitt; Janne Heiskanen (Remote. Sens., 2024)

Correction: Ocholla et al. Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques. Remote Sens. 2024, 16, 2929. - Ian A. Ocholla; Petri Pellikka; Faith Karanja; Ilja Vuorinne; Tuomas Väisänen; Mark Boitt; Janne Heiskanen (Remote. Sens., 2024)

Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral Image Denoising. - Zhaozhi Luo; Xinyu Wang 003; Petri Pellikka; Janne Heiskanen; Yanfei Zhong (IEEE Trans. Cybern., 2024)