Esra Erten

Emaileertenitu.edutr
Websitehttps://www.itu.edu.tr/en

İTÜ Ayazağa Kampüsü
34000 Istanbul
Turkey

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42 Conference contribution
38 Article
9 Conference article
6 Paper
More
- 2 Chapter

Explainable Artificial Intelligence in Forecasting MT-InSAR Based Time Series Surface Movements
Aydin, N. Y., Erten, E., Taskin, G. & Musaoglu, N., 27 Jan 2026, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, 4/W18-2025, p. 343-347 5 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
Deep learning for estimation of bio- & geophysical parameters from SAR data
Erten, E., Cinbis, R. G., Işık, M. S. & Çelik, M. F., 1 Jan 2025, Deep Learning for Synthetic Aperture Radar Remote Sensing. Elsevier, p. 287-323 37 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Evaluation of a New 30m Soil Organic Carbon Density (Socd) Dataset for Pan-Europe over Türkiye, Where No Samples Were Included During Model Training
Dincer, E., Uzundemir, Y. C., Selin Sevimli, F. & Erten, E., 2025, 2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025. Institute of Electrical and Electronics Engineers Inc., (2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Exploiting SAR Time Series for EEFLUX-based Evapotranspiration Predictions via Attention LSTM Over Cotton Fields
Sevimli, F. S., Isik, M. S. & Erten, E., 2025, 2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025. Institute of Electrical and Electronics Engineers Inc., (2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Post-Earthquake Damage Mapping via Remote Sensing: Lessons from the 2023 Türkiye Disaster
Taskin, G., Musaoglu, N., Erten, E., Hansch, R. & Yang, L., 2025, (Accepted/In press) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
Research output: Contribution to journal › Article › peer-review

Open Access
State-Space Modeling With Mamba For Interpretable Crop Yield Estimation: A Cotton Case
Yardimci, F., Erturk, A., Isik, M. S. & Erten, E., 2025, 2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025. Institute of Electrical and Electronics Engineers Inc., (2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Can field-scale yield be reconstructed from commune-scale yield using Sentinel-1?
Erten, E., Işık, M. S. & Çelik, M. F., 2024, EUSAR 2024 - 15th European Conference on Synthetic Aperture Radar. Institute of Electrical and Electronics Engineers Inc., p. 978-983 6 p. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus)

Radar verilerinden buharlaşma tahmin edilebilir mi ?
Erten, E. (PI)
6/08/24 → 6/08/25
Project: Research › SRP
Tarla ölçeğinde verim İlçe ölçeğindeki istatiksel veriden yeniden oluşturulabilir mi ?
Erten, E. (PI)
18/12/23 → 18/06/24
Project: Research › SRP
IMPRESS YIELD
Erten, E. (PI)
15/01/22 → 15/02/23
Project: Research › EU
Sentinel1 ve Sentinel2 transfer öğrenmenin tarım çalışmalarında uygulanabilirliğinin araştırılması
Erten, E. (PI)
12/08/21 → 14/08/23
Project: Research › SRP
SAR Uydu Görüntülerinden Yaprak Alan İndeksi LAInin Polinomsal Kaos Açılımı Tabanlı Regresyon Analizi
Erten, E. (PI)
30/04/21 → 2/05/22
Project: Research › SRP
Motiflerin ve Farklı Geometride Ahşap Yapıların Boyanmasına Yönelik Salınım Yapan Sprey Makinesinin Geliştirilmesi
Erten, E. (PI)
18/01/21 → 31/05/21
Project: Research › TTO
Tarım Ürünlerinin Radar Görüntüleri ile Operasyonel İzlenmesi
Erten, E. (PI)
11/09/17 → 28/06/19
Project: Research › SRP

Esra Erten

Personal profile

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Collaborations and top research areas from the last five years

Dive into details

Explainable Artificial Intelligence in Forecasting MT-InSAR Based Time Series Surface Movements

Deep learning for estimation of bio- & geophysical parameters from SAR data

Evaluation of a New 30m Soil Organic Carbon Density (Socd) Dataset for Pan-Europe over Türkiye, Where No Samples Were Included During Model Training

Exploiting SAR Time Series for EEFLUX-based Evapotranspiration Predictions via Attention LSTM Over Cotton Fields

Post-Earthquake Damage Mapping via Remote Sensing: Lessons from the 2023 Türkiye Disaster

State-Space Modeling With Mamba For Interpretable Crop Yield Estimation: A Cotton Case

Can field-scale yield be reconstructed from commune-scale yield using Sentinel-1?

Radar verilerinden buharlaşma tahmin edilebilir mi ?

Tarla ölçeğinde verim İlçe ölçeğindeki istatiksel veriden yeniden oluşturulabilir mi ?

IMPRESS YIELD

Sentinel1 ve Sentinel2 transfer öğrenmenin tarım çalışmalarında uygulanabilirliğinin araştırılması

SAR Uydu Görüntülerinden Yaprak Alan İndeksi LAInin Polinomsal Kaos Açılımı Tabanlı Regresyon Analizi

Motiflerin ve Farklı Geometride Ahşap Yapıların Boyanmasına Yönelik Salınım Yapan Sprey Makinesinin Geliştirilmesi

Tarım Ürünlerinin Radar Görüntüleri ile Operasyonel İzlenmesi

Esra Erten

Personal profile

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects