Esra Erten

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 36

Top Topics

Parameter Estimation

Sensitivity Analysis

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Alper Balmumcu, Koray Kayabol, Esra Erten
Machine Learning-based Crop Yield Prediction by Data Augmentation. SIU (2024)
Nursena Kara, Huseyin Abdullah Sisman, Orkan Özcan, Okan Özcan, Esra Erten
InSAR Coupled with UAV-Based Infrared Thermography in the Context of Bridge Monitoring. IGARSS (2023)
Alp Ertürk, Esra Erten
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. 20 (2023)
Mustafa Serkan Isik, Mehmet Furkan Celik, Esra Erten
Interpretable Cotton Yield Prediction Model Using Earth Observation Time Series. IGARSS (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Gülsen Taskin, Esra Erten, Gustau Camps-Valls
Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Çagatay Esi, Ali Özgün Ok, Esra Erten, Alp Ertürk
Temporal Analysis of Marine Mucilage in the Sea of Marmara Using Unmixing Based Change Detection. IGARSS (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gülsen Taskin
Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine. IGARSS (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gustau Camps-Valls
Explainability of End and Mid-Season Cotton Yield Predictors In Conus. IGARSS (2023)
Gözdenur Kelesoglu, Alp Ertürk, Esra Erten
Assessing Sea-Snot Accumulation using Spectral Mixture Analysis of Hyperspectral Prisma Data. IGARSS (2022)
Natalia Efremova, Mohamed El Amine Seddik, Esra Erten
Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mehmet Furkan Celik, Mustafa Serkan Isik, Onur Yuzugullu, Noura Fajraoui, Esra Erten
Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning. Remote. Sens. 14 (21) (2022)
Mehmet Furkan Celik, Esra Erten
Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis. Comput. Electron. Agric. 194 (2022)
Kaan Baykara, Adil Enis Arslan, Esra Erten, Muhittin Inan
Diameter at Breast Height Calculation in OAK Stand Using UAV Imageryand TLS-based Point Cloud Data. IGARSS (2022)
Mehmet Furkan Celik, Esra Erten
Principal Component Analysis Based Polynomial Chaos Expansion Regression of Leaf Area Index from Polsar Imagery. IGARSS (2021)
Ecre Sener, Emre Çolak, Esra Erten, Gülsen Taskin
The Added Value of Cycle-GAN for Agriculture Studies. IGARSS (2021)
Burhan Baha Bilgilioglu, Esra Erten, Nebiye Musaoglu
Analysis of Salt Lake Volume Dynamics Using Sentinel-1 Based SBAS Measurements: A Case Study of Lake Tuz, Turkey. Remote. Sens. 13 (14) (2021)
Natalia Efremova, Esra Erten
Biophysical Parameter Estimation Using Earth Observation Data in a Multi-Sensor Data Fusion Approach: CycleGAN. IGARSS (2021)
Esra Erten, Cristian Rossi
The worsening impacts of land reclamation assessed with Sentinel-1: The Rize (Turkey) test case. Int. J. Appl. Earth Obs. Geoinformation 74 (2019)
Esra Erten, Gülsen Taskin Kaya, Juan M. Lopez-Sanchez
Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis. IEEE Geosci. Remote. Sens. Lett. 16 (5) (2019)
Zehra Meltem Sahin, Esra Erten, Gülsen Taskin Kaya
Multi-Output Regressions For Estimating Canola Biophysical Parameters From PolSAR Data. Agro-Geoinformatics (2019)
Esra Erten, Gülsen Taskin Kaya, Juan M. Lopez-Sanchez
Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops. IGARSS (2018)
Onur Yuzugullu, Esra Erten, Zehra Meltem Sahin, Irena Hajnsek
Determination of rice plant morphology by stochastic optimization using X-band polsar data. SIU (2018)
M. Furkan Celik, Onur Yuzugullu, Esra Erten
Regression based polynomial chaos expansion for crop phenology estimation coupled with polsar imagery. IGARSS (2018)
Onur Yuzugullu, Esra Erten, Irena Hajnsek
Assessment of Paddy Rice Height: Sequential Inversion of Coherent and Incoherent Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Z. Meltem Sahin, Esra Erten, Nebiye Musaoglu, D. Ekin Canbay, Gülsen Taskin Kaya
Using single-and multi-target regression to estimate biophysical parameters of crops. SIU (2018)
Esra Erten, Cristian Rossi, Juan M. Lopez-Sanchez, Mehmet Furkan Celik
Interferometric SAR for characterization of wetland lakes as a function of suspending sediment cover and depth. IGARSS (2017)
Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek
Determining Rice Growth Stage with X-Band SAR: A Metamodel Based Inversion. Remote. Sens. 9 (5) (2017)
Hulya Yalcin, M. Furkan Celik, Esra Erten
Detecting rooftops in 3D point clouds for solar mapping. SIU (2017)
Onur Yuzugullu, Esra Erten, Irena Hajnsek
Estimation of Rice Crop Height From X- and C-Band PolSAR by Metamodel-Based Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
Gokhan Kayan, Esra Erten, Huseyin Mercan, Orkan Ozcan
Understanding of cyprus total water storage under climate change. IGARSS (2017)
Juan Manuel López-Sánchez, Fernando Vicente-Guijalba, Alejandro Mestre-Quereda, N. Romero, Esra Erten
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. IGARSS (2017)
Onur Yuzugullu, Esra Erten, Irena Hajnsek
Using metamodels for agricultural monitoring. SIU (2016)
Onur Yuzugullu, Esra Erten, Irena Hajnsek
Morphology estimation of rice fields using X-band PolSAR data. IGARSS (2016)
Esra Erten, Onur Yuzugullu, Juan M. Lopez-Sanchez, Irena Hajnsek
Sar algorithms for crop height estimation: The paddy-rice case study. IGARSS (2016)
Caglar Kucuk, Gülsen Taskin Kaya, Esra Erten
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. 9 (6) (2016)
Adil Enis Arslan, Esra Erten, Muhittin Inan
Application of Geodetic Projections to Terrestrial Laser Scanning in Leaf Area Index calculation. SIU (2016)
Caglar Kucuk, Gülsen Taskin Kaya, Esra Erten
CO-POLAR SAR data classification as a tool for real time paddy-rice monitoring. IGARSS (2015)
Esra Erten, Cristian Rossi, Onur Yuzugullu
Comparison of the TanDEM-X response between vertical and horizontal oriented vegetation. IGARSS (2015)
Cristian Rossi, Esra Erten
Paddy-Rice Monitoring Using TanDEM-X. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek
Global sensitivity analysis of a morphology based electromagnetic scattering model. IGARSS (2015)
Onur Yuzugullu, Esra Erten, Irena Hajnsek
Rice Growth Monitoring by Means of X-Band Co-polar SAR: Feature Clustering and BBCH Scale. IEEE Geosci. Remote. Sens. Lett. 12 (6) (2015)
Esra Erten, Cristian Rossi, Onur Yuzugullu
Polarization Impact in TanDEM-X Data Over Vertical-Oriented Vegetation: The Paddy-Rice Case Study. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Esra Erten, Onur Yuzugullu
Observation of phenological changes by using dual polarization SAR data. SIU (2014)
Cristian Rossi, Esra Erten
Generation of rice crops temporal change maps with differential TanDEM-x interferometry. IGARSS (2014)
Esra Erten, Cristian Rossi, Onur Yuzugullu, Irena Hajnsek
Phenological growth stages of paddy rice according to the BBCH scale and SAR images. IGARSS (2014)
Olga Chesnokova, Esra Erten
A Comparison Between Coherent and Incoherent Similarity Measures in Terms of Crop Inventory. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Esra Erten
Glacier Velocity Estimation by Means of a Polarimetric Similarity Measure. IEEE Trans. Geosci. Remote. Sens. 51 (6-1) (2013)
Esra Erten, Andreas Reigber, Laurent Ferro-Famil, Olaf Hellwich
A New Coherent Similarity Measure for Temporal Multichannel Scene Characterization. IEEE Trans. Geosci. Remote. Sens. 50 (7) (2012)
Esra Erten, Olga Chesnokova, Irena Hajnsek, Andreas Reigber, Laurent Ferro-Famil
Glacier surface velocity measure based on polarimetric tracking. IGARSS (2012)
Esra Erten
The Performance Analysis Based on SAR Sample Covariance Matrix. Sensors 12 (3) (2012)
Olga Chesnokova, Esra Erten, Irena Hajnsek
Analysis on the relation between statistical similarity measures and agricultural parameters: A case study. IGARSS (2012)
Esra Erten, Olga Chesnokova, Cristian Rossi, Irena Hajnsek
A polarimetric temporal scene parameter and its application to change detection. IGARSS (2011)
Esra Erten, Andreas Reigber, Olaf Hellwich
Aspects of multivariate statistical theorywith the application to change detection. IGARSS (2010)
Esra Erten, Andreas Reigber, Olaf Hellwich, Pau Prats
Glacier Velocity Monitoring by Maximum Likelihood Texture Tracking. IEEE Trans. Geosci. Remote. Sens. 47 (2) (2009)
Esra Erten, Andreas Reigber, Olaf Hellwich, Pau Prats
An Accuracy Assessment of ML Texture Tracking Algorithm over Multitemporal SAR Images. IGARSS (4) (2009)
Andreas Reigber, Maxim Neumann, Esra Erten, Marc Jäger, Pau Prats
Multi-baseline polarimetrically optimised phases and scattering mechanisms for InSAR applications. IGARSS (2007)
Esra Erten, Andreas Reigber, Marc Jäger, Olaf Hellwich
Robust measurement of glacier surface motion from multiscale speckle tracking using local constraints. IGARSS (2007)