Petri Pellikka

Orcid: 0000-0002-5996-9268

According to our database1, Petri Pellikka authored at least 37 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
East African megafauna influence on vegetation structure permeates from landscape to tree level scales.
Ecol. Informatics, March, 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
Assessing Leaf Biomass of Agave sisalana Using Sentinel-2 Vegetation Indices.
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

Intelligent and Scalable Air Quality Monitoring With 5G Edge.
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
Band Ranking via Extended Coefficient of Variation for Hyperspectral Band Selection.
Remote. Sens., 2020

Producing a Gap-free Landsat Time Series for the Taita Hills, Southeastern Kenya.
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

Determinants of Aboveground Biomass across an Afromontane Landscape Mosaic in Kenya.
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
Calibration and validation of hyperspectral imagery using a permanent test field.
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


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