Mapping land cover change in the Taita Hills, Kenya, utilizing multi-scale segmentation and object-oriented classification of SPOT imagery. - Barnaby Clark; Petri Pellikka (IGARSS, 2007)

A Simplified Procedure for a Large Scale LAI Inversion from High Resolution Satellite Data. - Alemu Gonsamo; Petri Pellikka (IGARSS (3), 2009)

Airborne remote sensing of spatiotemporal change (1955-2004) in indigenous and exotic forest cover in the Taita Hills, Kenya. - Petri Pellikka; Milla Lötjönen; Mika Siljander; Luc Lens (Int. J. Appl. Earth Obs. Geoinformation, 2009)

An historical empirical line method for the retrieval of surface reflectance factor from multi-temporal SPOT HRV, HRVIR and HRG multispectral satellite imagery. - Barnaby Clark; Juha Suomalainen; Petri Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2011)

Dynamic modeling of forest conversion: Simulation of past and future scenarios of rural activities expansion in the fringes of the Xingu National Park, Brazilian Amazon. - Eduardo Eiji Maeda; Cláudia Maria de Almeida; Arimatéa de Carvalho Ximenes; Antônio Roberto Formaggio; Yosio Edemir Shimabukuro; Petri Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2011)

Calibration and validation of hyperspectral imagery using a permanent test field. - Lauri Markelin; Eija Honkavaara; Tuure Takala; Petri Pellikka (WHISPERS, 2013)

The effect of boreal forest canopy to reflectance of snow covered terrain based on airborne imaging spectrometer observations. - Kirsikka Heinilä; Miia Salminen; Jouni Pulliainen; Juval Cohen; Sari Metsämäki; Petri Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Validating and Linking the GIMMS Leaf Area Index (LAI3g) with Environmental Controls in Tropical Africa. - Marion Pfeifer; Véronique Lefebvre; Alemu Gonsamo; Petri K. E. Pellikka; Rob Marchant; Dereje Denu; Philip J. Platts (Remote. Sens., 2014)

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 Utility of AISA Eagle Hyperspectral Data and Random Forest Classifier for Flower Mapping. - Elfatih M. Abdel-Rahman; David M. Makori; Tobias Landmann; Rami Piiroinen; Seif Gasim; Petri Pellikka; Suresh K. Raina (Remote. Sens., 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)

Assessing spatial distribution of Coffea arabica L. in Ethiopia's highlands using species distribution models and geospatial analysis methods. - Binyam Tesfaw Hailu; Mika Siljander; Eduardo Eiji Maeda; Petri Pellikka (Ecol. Informatics, 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)

Utility of hyperspectral compared to multispectral remote sensing data in estimating forest biomass and structure variables in Finnish boreal forest. - Eelis Halme; Petri Pellikka; Matti Mottus (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Reflectance variation in boreal landscape during the snow melting period using airborne imaging spectroscopy. - Kirsikka Heinilä; Miia Salminen; Sari Metsämäki; Petri Pellikka; Sampsa S. Koponen; Jouni Pulliainen (Int. J. Appl. Earth Obs. Geoinformation, 2019)

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)

Predictive mapping of mosquito distribution based on environmental and anthropogenic factors in Taita Hills, Kenya. - Ruut Uusitalo; Mika Siljander; C. Lorna Culverwell; Noah Cheruiyot Mutai; Kristian M. Forbes; Olli Vapalahti; Petri K. E. Pellikka (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Spatio-Temporal Analysis of Vegetation Dynamics as a Response to Climate Variability and Drought Patterns in the Semiarid Region, Eritrea. - Simon Measho; Baozhang Chen; Yongyut Trisurat; Petri Pellikka; Lifeng Guo; Sunsanee Arunyawat; Venus Tuankrua; Woldeselassie Ogbazghi; Tecle Yemane (Remote. Sens., 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)

Band Ranking via Extended Coefficient of Variation for Hyperspectral Band Selection. - Peifeng Su; Sasu Tarkoma; Petri K. E. Pellikka (Remote. Sens., 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)

Intelligent and Scalable Air Quality Monitoring With 5G Edge. - Xiang Su; Xiaoli Liu 005; Naser Hossein Motlagh; Jacky Cao; Peifeng Su; Petri Pellikka; Yongchun Liu; Tuukka Petäjä; Markku Kulmala; Pan Hui 001; Sasu Tarkoma (IEEE Internet Comput., 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)

Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa. - Simon Measho; Baozhang Chen; Petri Pellikka; Lifeng Guo; Huifang Zhang; Diwen Cai; Shaobo Sun; Alphonse Kayiranga; Xiaohong Sun; Mengyu Ge (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)

Retrieval of Multiple Atmospheric Environmental Parameters From Images With Deep Learning. - Peifeng Su; Yongchun Liu; Sasu Tarkoma; Andrew Rebeiro-Hargrave; Tuukka Petäjä; Markku Kulmala; Petri Pellikka (IEEE Geosci. Remote. Sens. Lett., 2022)

Soil Salinity Variations and Associated Implications for Agriculture and Land Resources Development Using Remote Sensing Datasets in Central Asia. - Simon Measho; Fadong Li; Petri Pellikka; Chao Tian; Hubert Hirwa; Ning Xu; Yunfeng Qiao; Sayidjakhon Khasanov; Rashid Kulmatov; Gang Chen (Remote. Sens., 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)

Total Phosphorus and Nitrogen Dynamics and Influencing Factors in Dongting Lake Using Landsat Data. - Yuanyuan Zhang; Shuanggen Jin; Ning Wang 048; Jiarui Zhao; Hongwei Guo; Petri Pellikka (Remote. Sens., 2022)

Pansharpening by Combining Enhanced Spatial-Spectral Fidelity and Gradient-Domain Guided Filtering. - Li Liu 050; Ji Liu; Luping Xu; Petri Pellikka (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Image-to-Image Training for Spatially Seamless Air Temperature Estimation With Satellite Images and Station Data. - Peifeng Su; Temesgen Alemayehu Abera; Yanlong Guan; Petri Pellikka (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

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)