Petri Pellikka

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 15

Top Topics

Remote Sensing Data

Convolutional Network

Hyperspectral Data

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Ecol. Informatics

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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 (2024)
Peifeng Su, Temesgen Alemayehu Abera, Yanlong Guan, Petri Pellikka
Image-to-Image Training for Spatially Seamless Air Temperature Estimation With Satellite Images and Station Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Li Liu, Ji Liu, Luping Xu, Petri Pellikka
Pansharpening by Combining Enhanced Spatial-Spectral Fidelity and Gradient-Domain Guided Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yuanyuan Zhang, Shuanggen Jin, Ning Wang, Jiarui Zhao, Hongwei Guo, Petri Pellikka
Total Phosphorus and Nitrogen Dynamics and Influencing Factors in Dongting Lake Using Landsat Data. Remote. Sens. 14 (22) (2022)
Simon Measho, Fadong Li, Petri Pellikka, Chao Tian, Hubert Hirwa, Ning Xu, Yunfeng Qiao, Sayidjakhon Khasanov, Rashid Kulmatov, Gang Chen
Soil Salinity Variations and Associated Implications for Agriculture and Land Resources Development Using Remote Sensing Datasets in Central Asia. Remote. Sens. 14 (10) (2022)
Peifeng Su, Yongchun Liu, Sasu Tarkoma, Andrew Rebeiro-Hargrave, Tuukka Petäjä, Markku Kulmala, Petri Pellikka
Retrieval of Multiple Atmospheric Environmental Parameters From Images With Deep Learning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
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) (2022)
Xiang Su, Xiaoli Liu, Naser Hossein Motlagh, Jacky Cao, Peifeng Su, Petri Pellikka, Yongchun Liu, Tuukka Petäjä, Markku Kulmala, Pan Hui, Sasu Tarkoma
Intelligent and Scalable Air Quality Monitoring With 5G Edge. IEEE Internet Comput. 25 (2) (2021)
Simon Measho, Baozhang Chen, Petri Pellikka, Lifeng Guo, Huifang Zhang, Diwen Cai, Shaobo Sun, Alphonse Kayiranga, Xiaohong Sun, Mengyu Ge
Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa. Remote. Sens. 13 (9) (2021)
Simon Measho, Baozhang Chen, Yongyut Trisurat, Petri Pellikka, Lifeng Guo, Sunsanee Arunyawat, Venus Tuankrua, Woldeselassie Ogbazghi, Tecle Yemane
Spatio-Temporal Analysis of Vegetation Dynamics as a Response to Climate Variability and Drought Patterns in the Semiarid Region, Eritrea. Remote. Sens. 11 (6) (2019)
Kirsikka Heinilä, Miia Salminen, Sari Metsämäki, Petri Pellikka, Sampsa S. Koponen, Jouni Pulliainen
Reflectance variation in boreal landscape during the snow melting period using airborne imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation 76 (2019)
Eelis Halme, Petri Pellikka, Matti Mottus
Utility of hyperspectral compared to multispectral remote sensing data in estimating forest biomass and structure variables in Finnish boreal forest. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)
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) (2017)
Binyam Tesfaw Hailu, Mika Siljander, Eduardo Eiji Maeda, Petri Pellikka
Assessing spatial distribution of Coffea arabica L. in Ethiopia's highlands using species distribution models and geospatial analysis methods. Ecol. Informatics 42 (2017)
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 (2016)
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 (2015)
Elfatih M. Abdel-Rahman, David M. Makori, Tobias Landmann, Rami Piiroinen, Seif Gasim, Petri Pellikka, Suresh K. Raina
The Utility of AISA Eagle Hyperspectral Data and Random Forest Classifier for Flower Mapping. Remote. Sens. 7 (10) (2015)
Kirsikka Heinilä, Miia Salminen, Jouni Pulliainen, Juval Cohen, Sari Metsämäki, Petri Pellikka
The effect of boreal forest canopy to reflectance of snow covered terrain based on airborne imaging spectrometer observations. Int. J. Appl. Earth Obs. Geoinformation 27 (2014)
Lauri Markelin, Eija Honkavaara, Tuure Takala, Petri Pellikka
Calibration and validation of hyperspectral imagery using a permanent test field. WHISPERS (2013)
Eduardo Eiji Maeda, Cláudia Maria de Almeida, Arimatéa de Carvalho Ximenes, Antônio Roberto Formaggio, Yosio Edemir Shimabukuro, Petri Pellikka
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. Int. J. Appl. Earth Obs. Geoinformation 13 (3) (2011)
Barnaby Clark, Juha Suomalainen, Petri Pellikka
An historical empirical line method for the retrieval of surface reflectance factor from multi-temporal SPOT HRV, HRVIR and HRG multispectral satellite imagery. Int. J. Appl. Earth Obs. Geoinformation 13 (2) (2011)
Petri Pellikka, Milla Lötjönen, Mika Siljander, Luc Lens
Airborne remote sensing of spatiotemporal change (1955-2004) in indigenous and exotic forest cover in the Taita Hills, Kenya. Int. J. Appl. Earth Obs. Geoinformation 11 (4) (2009)
Alemu Gonsamo, Petri Pellikka
A Simplified Procedure for a Large Scale LAI Inversion from High Resolution Satellite Data. IGARSS (3) (2009)
Barnaby Clark, Petri Pellikka
Mapping land cover change in the Taita Hills, Kenya, utilizing multi-scale segmentation and object-oriented classification of SPOT imagery. IGARSS (2007)