Arş. Gör. MELİH ALTAY

Makaleler 7

1. Zero-shot burned area mapping with the Segment Anything Model (SAM): a label-free framework for post-fire environmental assessment

ENVIRONMENTAL MONITORING AND ASSESSMENT AN INTERNATIONAL JOURNAL DEVOTED TO PROGRESS IN THE USE OF MONITORING DATA IN ASSESSING ENVIRONMENTAL RISKS TO MAN AND THE ENVIRONMENT , cilt.198, sa.807, ss.10661-10687, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

2. Benchmarking ensemble machine learning methods for all-weather SAR land cover mapping using OpenEarthMap-SAR

Altay M.

Turkish Journal of Remote Sensing , cilt.8, sa.2, ss.1-15, 2026 (Scopus, TRDizin)

3. Benchmarking machine learning and deep learning for multi-temporal land cover mapping: Evidence from a fragmented agro-ecosystem using Sentinel-2 time series

Altay M., Şimşek F. F.

Turkish Journal of Remote Sensing , cilt.8, sa.2, ss.1-27, 2026 (Scopus) Sürdürülebilir Kalkınma

4. Assessing the Impact of Spatial Resolution and Hyperparameters on Automatic Agricultural Parcel Delineation Using the Segment Anything Model With Multi‐Resolution and Super‐Resolved Satellite Imagery

Şimşek F. F., Altay M., Kalkan K., Arslanoğlu M. C.

TRANSACTIONS IN GIS , cilt.39, sa.4, ss.1-25, 2026 (SSCI, Scopus)

5. Assessing Burned Area and Severity in Mediterranean Forests Using Bi-Temporal Sentinel-2 and CORINE Data: The Manavgat 2021 Wildfire Case

Altay M., Türker M.

Turkish Journal of Remote Sensing and GIS , cilt.7, sa.1, ss.145-165, 2026 (TRDizin)

6. Phenology aware agricultural boundary extraction using segment anything model and planet scope imagery (zero shot learning approach)

Şimşek F. F., Altay M.

Advances in Space Research , cilt.77, sa.5, ss.5641-5663, 2026 (SCI-Expanded, Scopus)

7. SarSAM: an integrated framework for agricultural field boundary delineation and mapping using high-resolution SAR (PAZ) imagery and the Segment Anything Model

Şimşek F. F., Altay M., Abdikan S.

Advances in Space Research , 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 9

1. Assessing the Impact of Spatial Resolution and Hyperparameters on Automatic Agricultural Parcel Delineation Using the Segment Anything Model

ŞİMŞEK F. F., ALTAY M., KALKAN K.

2026 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), Marrakech, Fas, 22 - 24 Nisan 2026, ss.384-388, (Tam Metin Bildiri)

2. Assessing the Temporal Transferability of Random Forest Models for Land Use and Land Cover Change Detection

TAVUS B., ALTAY M., ŞİMŞEK F. F., NARİN Ö. G., ABDİKAN S.

XXV. International Society for Photogrammetry and Remote Sensing Congress, Toronto, Kanada, 4 - 11 Temmuz 2026, cilt.49, ss.689-694, (Tam Metin Bildiri)

3. Leveraging PolSAR Features and Machine Learning for Improved Land Cover Discrimination with ALOS-2 PALSAR-2: A Comprehensive Evaluation over the Istanbul Metropolitan Region

ALTAY M., TAVUS B., ŞİMŞEK F. F., NARİN Ö. G., ABDİKAN S.

XXV. International Society for Photogrammetry and Remote Sensing Congress, Toronto, Kanada, 4 - 11 Temmuz 2026, cilt.49, ss.475-480, (Tam Metin Bildiri)

4. A Novel Label-Free Approach for Post-Fire Environmental Assessment Based on Zero-Shot Segment Anything Model (SAM)

ALTAY M., ŞİMŞEK F. F., ABDİKAN S.

XXV. International Society for Photogrammetry and Remote Sensing Congress, Toronto, Kanada, 4 - 11 Temmuz 2026, cilt.49, ss.551-556, (Tam Metin Bildiri)