Esra Erten

Orcid: 0000-0002-4208-7170

According to our database1, Esra Erten authored at least 61 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
SAR2ET: End-to-End SAR-Driven Multisource ET Imagery Estimation Over Croplands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Machine Learning-based Crop Yield Prediction by Data Augmentation.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Unveiling the High-Resolution Cotton Yield Variations from Low-Resolution Statistics: Lessons from a Nationwide Study in Turkey.
Proceedings of the IGARSS 2024, 2024

Identifying Yield Predictors Behaving as a Geotag: A Time-Varying Analysis of a Nationwide Cotton Data.
Proceedings of the IGARSS 2024, 2024

Image-To-Image Translation Networks for Estimating Evapotranspiration Variations: SAR2ET.
Proceedings of the IGARSS 2024, 2024

2023
Unmixing of Pollution-Associated Sea Snot in the Near Surface After Its Outbreak in the Sea of Marmara Using Hyperspectral PRISMA Data.
IEEE Geosci. Remote. Sens. Lett., 2023

Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data.
IEEE Geosci. Remote. Sens. Lett., 2023

InSAR Coupled with UAV-Based Infrared Thermography in the Context of Bridge Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Interpretable Cotton Yield Prediction Model Using Earth Observation Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Temporal Analysis of Marine Mucilage in the Sea of Marmara Using Unmixing Based Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Explainability of End and Mid-Season Cotton Yield Predictors In Conus.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing.
IEEE Trans. Geosci. Remote. Sens., 2022

Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning.
Remote. Sens., 2022

Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis.
Comput. Electron. Agric., 2022

Assessing Sea-Snot Accumulation using Spectral Mixture Analysis of Hyperspectral Prisma Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Diameter at Breast Height Calculation in OAK Stand Using UAV Imageryand TLS-based Point Cloud Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Analysis of Salt Lake Volume Dynamics Using Sentinel-1 Based SBAS Measurements: A Case Study of Lake Tuz, Turkey.
Remote. Sens., 2021

The Added Value of Cycle-GAN for Agriculture Studies.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Biophysical Parameter Estimation Using Earth Observation Data in a Multi-Sensor Data Fusion Approach: CycleGAN.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Principal Component Analysis Based Polynomial Chaos Expansion Regression of Leaf Area Index from Polsar Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019
Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis.
IEEE Geosci. Remote. Sens. Lett., 2019

The worsening impacts of land reclamation assessed with Sentinel-1: The Rize (Turkey) test case.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Multi-Output Regressions For Estimating Canola Biophysical Parameters From PolSAR Data.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018
Assessment of Paddy Rice Height: Sequential Inversion of Coherent and Incoherent Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Determination of rice plant morphology by stochastic optimization using X-band polsar data.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Using single-and multi-target regression to estimate biophysical parameters of crops.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Regression based polynomial chaos expansion for crop phenology estimation coupled with polsar imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Estimation of Rice Crop Height From X- and C-Band PolSAR by Metamodel-Based Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Determining Rice Growth Stage with X-Band SAR: A Metamodel Based Inversion.
Remote. Sens., 2017

Detecting rooftops in 3D point clouds for solar mapping.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Influence of incidence angle and baseline on the retrieval of biophysical parameters of rice fields by means of polarimetric SAR interferometry with TanDEM-X data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Understanding of cyprus total water storage under climate change.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Interferometric SAR for characterization of wetland lakes as a function of suspending sediment cover and depth.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Paddy-Rice Phenology Classification Based on Machine-Learning Methods Using Multitemporal Co-Polar X-Band SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Using metamodels for agricultural monitoring.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Application of Geodetic Projections to Terrestrial Laser Scanning in Leaf Area Index calculation.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Morphology estimation of rice fields using X-band PolSAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sar algorithms for crop height estimation: The paddy-rice case study.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Paddy-Rice Monitoring Using TanDEM-X.
IEEE Trans. Geosci. Remote. Sens., 2015

Rice Growth Monitoring by Means of X-Band Co-polar SAR: Feature Clustering and BBCH Scale.
IEEE Geosci. Remote. Sens. Lett., 2015

Polarization Impact in TanDEM-X Data Over Vertical-Oriented Vegetation: The Paddy-Rice Case Study.
IEEE Geosci. Remote. Sens. Lett., 2015

Global sensitivity analysis of a morphology based electromagnetic scattering model.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

CO-POLAR SAR data classification as a tool for real time paddy-rice monitoring.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Comparison of the TanDEM-X response between vertical and horizontal oriented vegetation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Observation of phenological changes by using dual polarization SAR data.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Generation of rice crops temporal change maps with differential TanDEM-x interferometry.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Phenological growth stages of paddy rice according to the BBCH scale and SAR images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Glacier Velocity Estimation by Means of a Polarimetric Similarity Measure.
IEEE Trans. Geosci. Remote. Sens., 2013

A Comparison Between Coherent and Incoherent Similarity Measures in Terms of Crop Inventory.
IEEE Geosci. Remote. Sens. Lett., 2013

2012
A New Coherent Similarity Measure for Temporal Multichannel Scene Characterization.
IEEE Trans. Geosci. Remote. Sens., 2012

The Performance Analysis Based on SAR Sample Covariance Matrix.
Sensors, 2012

Glacier surface velocity measure based on polarimetric tracking.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Analysis on the relation between statistical similarity measures and agricultural parameters: A case study.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A polarimetric temporal scene parameter and its application to change detection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Aspects of multivariate statistical theorywith the application to change detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Glacier Velocity Monitoring by Maximum Likelihood Texture Tracking.
IEEE Trans. Geosci. Remote. Sens., 2009

An Accuracy Assessment of ML Texture Tracking Algorithm over Multitemporal SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2007
Multi-baseline polarimetrically optimised phases and scattering mechanisms for InSAR applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Robust measurement of glacier surface motion from multiscale speckle tracking using local constraints.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007


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