Petri Pellikka
Orcid: 0000-0002-5996-9268
According to our database1,
Petri Pellikka
authored at least 41 papers
between 2007 and 2024.
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Bibliography
2024
Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral Image Denoising.
IEEE Trans. Cybern., October, 2024
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., October, 2024
Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques.
Remote. Sens., August, 2024
East African megafauna influence on vegetation structure permeates from landscape to tree level scales.
Ecol. Informatics, March, 2024
Unsupervised hyperspectral noise estimation and restoration via interband-invariant representation learning.
Int. J. Appl. Earth Obs. Geoinformation, 2024
2023
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., 2023
Pansharpening by Combining Enhanced Spatial-Spectral Fidelity and Gradient-Domain Guided Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
2022
Total Phosphorus and Nitrogen Dynamics and Influencing Factors in Dongting Lake Using Landsat Data.
Remote. Sens., 2022
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network.
Remote. Sens., 2022
Spectral Temporal Information for Missing Data Reconstruction (STIMDR) of Landsat Reflectance Time Series.
Remote. Sens., 2022
Soil Salinity Variations and Associated Implications for Agriculture and Land Resources Development Using Remote Sensing Datasets in Central Asia.
Remote. Sens., 2022
Retrieval of Multiple Atmospheric Environmental Parameters From Images With Deep Learning.
IEEE Geosci. Remote. Sens. Lett., 2022
Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data.
Data, 2022
2021
Remote. Sens., 2021
Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa.
Remote. Sens., 2021
Mapping Cropland Burned Area in Northeastern China by Integrating Landsat Time Series and Multi-Harmonic Model.
Remote. Sens., 2021
IEEE Internet Comput., 2021
A method for predicting large-area missing observations in Landsat time series using spectral-temporal metrics.
Int. J. Appl. Earth Obs. Geoinformation, 2021
2020
Remote. Sens., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Spatio-Temporal Analysis of Vegetation Dynamics as a Response to Climate Variability and Drought Patterns in the Semiarid Region, Eritrea.
Remote. Sens., 2019
Predictive mapping of mosquito distribution based on environmental and anthropogenic factors in Taita Hills, Kenya.
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?
Int. J. Appl. Earth Obs. Geoinformation, 2019
Reflectance variation in boreal landscape during the snow melting period using airborne imaging spectroscopy.
Int. J. Appl. Earth Obs. Geoinformation, 2019
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, 2019
2018
Burned area detection based on Landsat time series in savannas of southern Burkina Faso.
Int. J. Appl. Earth Obs. Geoinformation, 2018
2017
Classification of Tree Species in a Diverse African Agroforestry Landscape Using Imaging Spectroscopy and Laser Scanning.
Remote. Sens., 2017
Remote. Sens., 2017
Assessing spatial distribution of Coffea arabica L. in Ethiopia's highlands using species distribution models and geospatial analysis methods.
Ecol. Informatics, 2017
2016
Land Cover Characterization in West Sudanian Savannas Using Seasonal Features from Annual Landsat Time Series.
Remote. Sens., 2016
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, 2016
2015
The Utility of AISA Eagle Hyperspectral Data and Random Forest Classifier for Flower Mapping.
Remote. Sens., 2015
Classification of crops across heterogeneous agricultural landscape in Kenya using AisaEAGLE imaging spectroscopy data.
Int. J. Appl. Earth Obs. Geoinformation, 2015
2014
Validating and Linking the GIMMS Leaf Area Index (LAI3g) with Environmental Controls in Tropical Africa.
Remote. Sens., 2014
The effect of boreal forest canopy to reflectance of snow covered terrain based on airborne imaging spectrometer observations.
Int. J. Appl. Earth Obs. Geoinformation, 2014
2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
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.
Int. J. Appl. Earth Obs. Geoinformation, 2011
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, 2011
2009
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, 2009
A Simplified Procedure for a Large Scale LAI Inversion from High Resolution Satellite Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2007
Mapping land cover change in the Taita Hills, Kenya, utilizing multi-scale segmentation and object-oriented classification of SPOT imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007