PREFACE

Abdul Rahman, A.; Rhinane, H.

doi:10.5194/isprs-archives-XLVI-4-W3-2021-1-2022

Enhancing Spatial Resolution of Sentinel-2 Imagery through Deep Learning and Generative Adversarial Networks: GS-SRGAN

Saad Farah, Hachem Saadaoui, and Hassan Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 123–134, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-123-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-123-2026, 2026

Evaluating AI for Palm Tree Disease Detection: A Comparative Study of YOLOv8 Object Detection and U-Net Segmentation Using UAV Imagery

Ayoub Hammadi, Ikram Essajai, Chaimaa El Kihal, Soukaina Zerrouk, Iliasse Mahi, Chaimae Samdaoui, Mohamed Maanan, Hassan Rhinane, Aude Zingraff-Hamed, and Mehdi Maanan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 159–168, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-159-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-159-2026, 2026

Deep Learning for Palm Tree Health Assessment: UAV-Based Segmentation in the Figuig Region of Morocco

Ayoub Hammadi, Iliasse Mahi, Hassan Rhinane, Mehdi Maanan, Aude Zingraff-Hamed, and Mohamed Maanan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 169–181, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-169-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-169-2026, 2026

Using AI computer vision algorithm (YOLOv11) for automatic video annotation of coral taxa on the Moroccan Atlantic Coast

Ali Loulidi, Lene Buhl-Mortensen, Rachida Houssa, and Hassan Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 199–206, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-199-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-199-2026, 2026

Evaluating the Accuracy and Completeness of the 3D Building Model from Laplacian Method of Point Cloud Data Fusion

Wahyu Marta Mutiarasari, Muhammad Zulkarnain Abdul Rahman, Alias Abdul Rahman, and Gurcan Buyuksalih

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 215–220, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-215-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-215-2026, 2026

3D Building Model Segmentation using GNN and ViT

Hanis Rashidan, Ivin Amri Musliman, Alias Abdul Rahman, and Gurcan Buyuksalih

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 279–283, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-279-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-279-2026, 2026

Solar Panel Segmentation in High-Resolution Satellite Imagery: A YOLOv8-GIS Approach in the Marrakech-Safi Region, Morocco

Mohamed Smouni, Hachem Saadaoui, Hassan Rhinane, and Abdellatif Ghennioui

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 317–329, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-317-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-317-2026, 2026

The Extraction of BIM/IFC Model for LADM Legal Spaces

Ainn Zamzuri, Alias Abdul Rahman, Muhammad Imzan Hassan, and Mehmet Alkan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 345–351, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-345-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-345-2026, 2026

3D Geoinformation – Then and Now

Alias Abdul Rahman, Ainn Zamzuri, and Hanis Rashidan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-6-2025, 1–7, https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-1-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-1-2025, 2025

4D Marine Cadastre Data Models – Turkey & Malaysia

Hicret Gürsoy Sürmeneli, Alias Abdul Rahman, Mehmet Alkan, Ainn Zamzuri, and Muhammad Imzan Hassan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-6-2025, 273–279, https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-273-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-273-2025, 2025

Semantic Segmentation of Building Models with Deep Learning in CityGML

Hanis Rashidan, Ivin Amri Musliman, Alias Abdul Rahman, Volker Coors, and Gurcan Buyuksalih

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W11-2024, 97–102, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-97-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-97-2024, 2024

3D LAND-MARINE PROPERTIES ADMINISTRATION IN THE CONTEXT OF SEA LEVEL RISE (SLR) – ISSUES & CHALLENGES

A. Abdul Rahman, M. I. Hassan, I. A. Musliman, H. Rashidan, W. M. Mutiarasari, A. Zamzuri, G. Buyuksalih, C. Gazioglu, and I. Bayirhan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 1–6, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-1-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-1-2024, 2024

EXPERIMENTING TIN DATA STRUCTURE FOR REPRESENTING PLANE SURFACE AND SUBSURFACE SPATIAL OBJECTS - PRELIMINARY WORK

M. M. Apeh, I. A. Musliman, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 45–51, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-45-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-45-2024, 2024

EVALUATING THE QUALITY OF DIGITAL DATASETS IN TERMS OF AVIATION SAFETY DERIVED FROM STEREO SATELLITE IMAGERY IN SARAWAK, MALAYSIA'S AIRPORTS

S. Bayburt, D. Erol, Ü. Bayır, R. Emang, L. B. Seong, M. I. Hassan, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 69–76, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-69-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-69-2024, 2024

INTEGRATION OF DEEP LEARNING MODELS FOR VEHICLE COUNTING: TOWARDS OPTIMIZED PLANNING OF URBAN CHARGING INFRASTRUCTURES

M. Benayad, A. Rochd, N. Houran, M. R. Simou, M. Maanan, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 77–82, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-77-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-77-2024, 2024

MACHINE LEARNING (AI) FOR IDENTIFYING SMART CITIES

L. Hammoumi and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 221–228, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-221-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-221-2024, 2024

DEVELOPING 4D MALAYSIAN MARINE CADASTRE DATA MODEL BASED ON LADM - PRELIMINARY WORKS

Y. Hussaini Atulukwu, M. I. Hassan, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 237–248, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-237-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-237-2024, 2024

SEMANTIC LABELING OF 3D BUILDINGS BY USING GRAPH NEURAL NETWORK (GNN)

H. Rashidan, I. A. Musliman, M. J. Sani, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 307–311, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-307-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-307-2024, 2024

MONITORING FOREST DEGRADATION OVER FOUR DECADES USING REMOTE SENSING AND MACHINE LEARNING CLASSIFICATION ALGORITHMS IN BOUSKOURA, MOROCCO

M. R. Simou, N. Houran, M. Benayad, M. Maanan, S. Loulad, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 337–342, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-337-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-337-2024, 2024

BIM-LADM AMALGAMATION — A REVIEW

A. Zamzuri, A. Abdul Rahman, M. I. Hassan, and P. van Oosterom

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 391–401, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-391-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-391-2024, 2024

USING GIS DATA AND MACHINE LEARNING FOR MINERAL MAPPING. STUDY CASE, BOU SKOUR EASTERN ANTI-ATLAS, MOROCCO

N. Houran, H. Ait Raoui, M. Manaan, A. Aabi, M. R. Simou, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 423–430, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-423-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-423-2023, 2023

HYPERSPECTRAL IMAGE CLASSIFICATION USING MULTI-LAYER PERCEPTRON MIXER (MLP-MIXER)

A. Jamali, M. Mahdianpari, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 179–182, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-179-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-179-2023, 2023

3D BUILDING MODELS DEVELOPMENT BASED ON DATA FUSION – CURRENT STATUS

W. M. Mutiarasari and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 269–272, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-269-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-269-2023, 2023

USING MACHINE LEARNING COUPLED WITH REMOTE SENSING FOR FOREST FIRE SUSCEPTIBILITY MAPPING. CASE STUDY TETOUAN PROVINCE, NORTHERN MOROCCO

M. Seddouki, M. Benayad, Z. Aamir, M. Tahiri, M. Maanan, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 333–342, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-333-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-333-2023, 2023

A NEW APPROACH FOR MAPPING LAND USE / LAND COVER USING GOOGLE EARTH ENGINE: A COMPARISON OF COMPOSITION IMAGES

E. M. Sellami and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 343–349, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-343-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-343-2023, 2023

USING YOLOV5 TO DETECT PLASTIC GREENHOUSES IN MOROCCO

M. R. Simou, S. Loulad, Z. Aamir, M. Maanan, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 351–354, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-351-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-351-2023, 2023

RURAL SETTLEMENTS SEGMENTATION BASED ON DEEP LEARNING U-NET USING REMOTE SENSING IMAGES

Z. Aamir, M. Seddouki, O. Himmy, M. Maanan, M. Tahiri, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 1–5, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-1-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-1-2023, 2023

A REVIEW OF 3D SPATIAL DATA MODELS FOR SURFACE AND SUBSURFACE INTEGRATION OF SPATIAL OBJECTS

M. M. Apeh and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 15–23, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-15-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-15-2023, 2023

ADOPTION OF THE LAND ADMINISTRATION DOMAIN MODEL IN MAKATI CITY, PHILIPPINES

L. P. Balicanta, K. A. Quisado, M. R. Carreon, A. Abdul Rahman, and M. I. Hassan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 47–56, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-47-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-47-2023, 2023

GEOMEMBRANE BASINS DETECTION BASED ON SATELLITE HIGH-RESOLUTION IMAGERY USING DEEP LEARNING ALGORITHMS

M. Benayad, N. Houran, Z. Aamir, M. Maanan, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 75–79, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-75-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-75-2023, 2023

LANDSLIDE SUSCEPTIBILITY MAPPING USING MACHINE LEARNING ALGORITHMS STUDY CASE AL HOCEIMA REGION, NORTHERN MOROCCO

O. Himmy and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 153–158, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-153-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-153-2023, 2023

MARINE CADASTRE DATA MODELS WITH TEMPORAL ASPECT – REVIEW

Y. Hussaini Atulukwu and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 159–166, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-159-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-159-2023, 2023

THE USE OF DEEP LEARNING IN REMOTE SENSING FOR MAPPING IMPERVIOUS SURFACE: A REVIEW PAPER

S. Mahyoub, H. Rhinane, M. Mansour, A. Fadil, Y. Akensous, and A. Al Sabri

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 199–203, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-199-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-199-2022, 2022

STRATA OBJECTS BASED ON MALAYSIAN LADM COUNTRY PROFILE VIA WEB 3D VISUALIZATION

F. Mohd Hanafi, M. I. Hassan, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 229–238, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-229-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-229-2022, 2022

DEEP LEARNING APPROACH FOR URBAN MAPPING

C. Najjaj, H. Rhinane, and A. Hilali

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 261–266, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-261-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-261-2022, 2022

TRIANGULAR MESH APPROACH FOR AUTOMATIC REPAIR OF MISSING SURFACES OF LOD2 BUILDING MODELS

H. Rashidan, A. Abdul Rahman, I. A. Musliman, and G. Buyuksalih

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 281–286, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-281-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-281-2022, 2022

IFC TO CITYGML CONVERSION ALGORITHM BASED ON GEOMETRY AND SEMANTIC MAPPING

M. J. Sani, I. A. Musliman, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 287–293, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-287-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-287-2022, 2022

GPU UTILIZATION IN GEOPROCESSING BIG GEODATA: A REVIEW

S. Saupi Teri, I. A. Musliman, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 295–304, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-295-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-295-2022, 2022

PERFORMANCE OF MACHINE LEARNING ALGORITHMS FOR MAPPING AND FORECASTING OF FLASH FLOOD SUSCEPTIBILITY IN TETOUAN, MOROCCO

E. M. Sellami, M. Maanan, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 305–313, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-305-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-305-2022, 2022

THE ROLE OF GIS IN ADDRESSING ENVIRONMENTAL, SOCIAL AND TOURISTIC CHALLENGES IN MOHAMMEDIA CITY, MOROCCO

M. R. Simou, H. Rhinane, and M. Maanan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 323–327, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-323-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-323-2022, 2022

A COMPARISON OF TURKEY-MALAYSIA LADM COUNTRY PROFILE FOR 3D CADASTRE PURPOSES

H. G. Sürmeneli, M. Alkan, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 329–335, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-329-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-329-2022, 2022

DEVELOPMENT OF 3D MARINE CADASTRE DATA MODEL BASED ON LAND ADMINISTRATION DOMAIN MODEL

A. Zamzuri, I. Hassan, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 337–345, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-337-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-337-2022, 2022

ESTIMATION OF PHOTOVOLTAIC POTENTIAL AT THE URBAN LEVEL FROM 3D CITY MODEL (SOLAR CADASTER): CASE OF CASABLANCA CITY, MOROCCO

E. Achbab, R. Lambarki, H. Rhinane, and D. Saifaoui

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 9–16, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-9-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-9-2022, 2022

SPATIAL DATA INFRASTRUCTURE (SDI) IN OMAN AND QATAR – CURRENT STATUS AND PERSPECTIVES

K. Al Kalbani, A. Abdul Rahman, A. Abulibdeh, M. J. Sani, and H. Rashidan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 17–22, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-17-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-17-2022, 2022

THE CONTRIBUTION OF RADAR REMOTE SENSING VIA SENTINEL-1 DATA AND PHOTO-INTERPRETATION BY GOOGLE EARTH IMAGES FOR WETLAND MAPPING

M. Benchelha, F. Benzha, H. Rhinane, and A. Zilali

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 45–51, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-45-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-45-2022, 2022

DISTRIBUTION OF DINOCYSTS IN THE SURFACE SEDIMENTS OF SIDI MOUSSA LAGOON : (ATLANTIC COAST-MOROCCO)

K. Chaira, B. Ennaffah, F. Z. Bouthir, H. Abdelouahab, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 65–70, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-65-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-65-2022, 2022

DEEP LEARNING: NEW APPROACH FOR DETECTING SCHOLAR EXAMS FRAUD

S. El Kohli, Y. Jannaj, M. Maanan, and H. Rhinane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 103–107, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-103-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-103-2022, 2022

AN ARTIFICIAL INTELLIGENCE APPROACH TO PREDICTION OF EXTREME EVENTS: THE CASE OF STORMS IN WESTERN FRANCE

A. Frifra, M. Maanan, H. Rhinane, and M. Maanan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 115–122, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-115-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-115-2022, 2022

SOLVING SOCIAL AND ENVIRONMENTAL ISSUES AND VALUING TOURISTIC POTENTIAL USING GIS-BASED TECHNOLOGY STUDY CASE: BIOUGRA CITY, MOROCCO

O. Himmy, H. Rhinane, and M. Maanan

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 191–198, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-191-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-191-2022, 2022

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