A COMPARISON OF TREE-BASED ALGORITHMS FOR COMPLEX WETLAND CLASSIFICATION USING THE GOOGLE EARTH ENGINE

Jamali, A.; Mahdianpari, M.; Karaş, İ. R.

doi:https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-313-2021

THE IMPORTANCE OF SEASONAL TEXTURAL FEATURES FOR OBJECT-BASED CLASSIFICATION OF WETLANDS: NEW YORK STATE CASE STUDY

S. Adeli, L. J. Quackenbush, B. Salehi, and M. Mahdianpari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 471–477, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-471-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-471-2022, 2022

META-LEARNING FOR WETLAND CLASSIFICATION USING A COMBINATION OF SENTINEL-1 AND SENTINEL-2 IMAGERY

H. Jafarzadeh, M. Mahdianpari, and E. Gill

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 47–52, https://doi.org/10.5194/isprs-annals-V-3-2022-47-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-47-2022, 2022

STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA

V. Igwe, B. Salehi, and M. Mahdianpari

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 411–416, https://doi.org/10.5194/isprs-annals-V-3-2022-411-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-411-2022, 2022

EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL

H. Tamiminia, B. Salehi, M. Mahdianpari, C. M. Beier, and L. Johnson

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 485–492, https://doi.org/10.5194/isprs-annals-V-3-2022-485-2022,https://doi.org/10.5194/isprs-annals-V-3-2022-485-2022, 2022

THE SIXTH INTERNATIONAL CONFERENCE ON SMART CITY APPLICATIONS: PREFACE

I. R. Karas, M. Ben Ahmed, A. A. Boudhir, and B. K. Ane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 1–6, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-1-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-1-2021, 2021

A REVIEW OF THE DISTINGUISHING FEATURES OF THE HISTORICAL BUILDINGS IN SAFRANBOLU REGION FOR THE PURPOSE OF CLASSIFICATION FOR SEMANTICALLY ENHANCED 3D BUILDING MODEL

M. Aksin and İ. R. Karaş

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 39–42, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-39-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-39-2021, 2021

DESIGN OF INDOOR ROBOT PROTOTYPE GUIDED BY RFID BASED POSITIONING AND NAVIGATION SYSTEM

E. Demiral, İ. R. Karaş, Y. Karakaya, and M. Kozlenko

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 175–180, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-175-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-175-2021, 2021

DEVELOPMENT OF IOT ENABLED GLOBAL TRACKING SYSTEM AND MOBILE APPLICATION FOR PEOPLE WITH ALZHEIMER’S DISEASE

K. İleri, A. Duru, and İ. R. Karaş

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 287–290, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-287-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-287-2021, 2021

TOWARDS WEBCAM-BASED FACE DIRECTION TRACKING TO DETECT LEARNERS' ATTENTION WITHIN ASYNCHRONOUS E-LEARNING ENVIRONMENT

N. T. A. Ramaha, İ. R. Karaş, E. Gül, M. R. Bozkurt, and R. Yayvan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 445–449, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-445-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-445-2021, 2021

A COMPARISON OF RANDOM FOREST AND LIGHT GRADIENT BOOSTING MACHINE FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF LANDSAT, ALOS PALSAR, AND AIRBORNE LIDAR DATA

H. Tamiminia, B. Salehi, M. Mahdianpari, C. M. Beier, L. Johnson, and D. B. Phoenix

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-M-3-2021, 163–168, https://doi.org/10.5194/isprs-archives-XLIV-M-3-2021-163-2021,https://doi.org/10.5194/isprs-archives-XLIV-M-3-2021-163-2021, 2021

TOWARD A MULTI-SOURCE REMOTE SENSING WETLAND INVENTORY OF THE USA: PRELIMINARY RESULTS ON WETLAND INVENTORY OF MINNESOTA

S. Adeli, B. Salehi, M. Mahidanpari, and L. J. Quackenbush

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 97–100, https://doi.org/10.5194/isprs-annals-V-3-2021-97-2021,https://doi.org/10.5194/isprs-annals-V-3-2021-97-2021, 2021

A COMPARISON OF DECISION TREE-BASED MODELS FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF AIRBORNE LIDAR AND LANDSAT DATA

H. Tamiminia, B. Salehi, M. Mahdianpari, C. M. Beier, L. Johnson, and D. B. Phoenix

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 235–241, https://doi.org/10.5194/isprs-annals-V-3-2021-235-2021,https://doi.org/10.5194/isprs-annals-V-3-2021-235-2021, 2021

A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA

A. Zarei, M. Hasanlou, and M. Mahdianpari

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 257–263, https://doi.org/10.5194/isprs-annals-V-3-2021-257-2021,https://doi.org/10.5194/isprs-annals-V-3-2021-257-2021, 2021

WATER QUALITY MONITORING OVER FINGER LAKES REGION USING SENTINEL-2 IMAGERY ON GOOGLE EARTH ENGINE CLOUD COMPUTING PLATFORM

R. M. Khan, B. Salehi, M. Mahdianpari, and F. Mohammadimanesh

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 279–283, https://doi.org/10.5194/isprs-annals-V-3-2021-279-2021,https://doi.org/10.5194/isprs-annals-V-3-2021-279-2021, 2021

THE FIFTH INTERNATIONAL CONFERENCE ON SMART CITY APPLICATIONS: PREFACE

I. R. Karas, M. Ben Ahmed, A. A. Boudhir, and B. K. Ane

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W3-2020, 1–5, https://doi.org/10.5194/isprs-archives-XLIV-4-W3-2020-1-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W3-2020-1-2020, 2020

MEASURING THE SPATIAL READINESS OF AMBULANCE FACILITIES FOR NATURAL DISASTERS USING GIS NETWORKS ANALYSIS

A. Awad, H. Ali, S. K. M. Abujayyab, I. R. Karas, and D. R. S. Sumunar

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W3-2020, 81–84, https://doi.org/10.5194/isprs-archives-XLIV-4-W3-2020-81-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W3-2020-81-2020, 2020

MOBILE-WEB-BASE VOLUNTEERED GEOGRAPHIC INFORMATION APPLICATION AND GEOMETRIC ACCURACY ANALYSIS FOR TRAFFIC ACCIDENTS

H. K. Sevinc, I. R. Karas, and E. Demiral

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W3-2020, 375–378, https://doi.org/10.5194/isprs-archives-XLIV-4-W3-2020-375-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W3-2020-375-2020, 2020

EVALUATION OF ADVANCED DATA MINING ALGORITHMS IN LAND USE/LAND COVER MAPPING

A. Jamali and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 283–289, https://doi.org/10.5194/isprs-archives-XLII-4-W16-283-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W16-283-2019, 2019

FLOOD MAPPING USING SYNTHETIC APERTURE RADAR: A CASE STUDY OF RAMSAR FLASH FLOOD

A. Jamali and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 291–295, https://doi.org/10.5194/isprs-archives-XLII-4-W16-291-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W16-291-2019, 2019

SENTINEL-1 IMAGE CLASSIFICATION FOR CITY EXTRACTION BASED ON THE SUPPORT VECTOR MACHINE AND RANDOM FOREST ALGORITHMS

A. Jamali and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 297–302, https://doi.org/10.5194/isprs-archives-XLII-4-W16-297-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W16-297-2019, 2019

AUTOMATED EXTRACTION OF BUILDINGS FROM AERIAL LIDAR POINT CLOUDS AND DIGITAL IMAGING DATASETS

A. Jamali, P. Kumar, and A. Abdul Rahman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 303–308, https://doi.org/10.5194/isprs-archives-XLII-4-W16-303-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W16-303-2019, 2019

A FIT-FOR-PURPOSE ALGORITHM FOR ENVIRONMENTAL MONITORING BASED ON MAXIMUM LIKELIHOOD, SUPPORT VECTOR MACHINE AND RANDOM FOREST

A. Jamali

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W7, 25–32, https://doi.org/10.5194/isprs-archives-XLII-3-W7-25-2019,https://doi.org/10.5194/isprs-archives-XLII-3-W7-25-2019, 2019

IOT ENABLED INDOOR NAVIGATION SYSTEM DESIGN FOR EMERGENCIES

A. Duru and I. R. Karas

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W12, 61–64, https://doi.org/10.5194/isprs-archives-XLII-4-W12-61-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W12-61-2019, 2019

UNIFIED TOPOLOGICAL FRAMEWORK FOR RETRIEVING 2D AND 3D MULTI-SCALE SPATIAL INFORMATION

H. Karim, A. Abdul Rah, and A. Jamali

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W9, 265–272, https://doi.org/10.5194/isprs-archives-XLII-4-W9-265-2018,https://doi.org/10.5194/isprs-archives-XLII-4-W9-265-2018, 2018

ROAD EXTRACTION TECHNIQUES FROM REMOTE SENSING IMAGES: A REVIEW

I. Kahraman, I. R. Karas, and A. E. Akay

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W9, 339–342, https://doi.org/10.5194/isprs-archives-XLII-4-W9-339-2018,https://doi.org/10.5194/isprs-archives-XLII-4-W9-339-2018, 2018

DETERMINING THE LOCATIONS OF POTENTIAL FIREFIGHTING TEAMS BY USING GIS TECHNIQUES

A. E. Akay, İ. R. Karaş, and İ. Kahraman

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W9, 83–88, https://doi.org/10.5194/isprs-archives-XLII-4-W9-83-2018,https://doi.org/10.5194/isprs-archives-XLII-4-W9-83-2018, 2018

TOPOLOGICAL 3D ELEVATION DATA INTERPOLATION OF ASTER GDEM BASED ON CONTINUOUS DEFORMATION

A. Jamali and F. A. Castro

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W10, 71–77, https://doi.org/10.5194/isprs-archives-XLII-4-W10-71-2018,https://doi.org/10.5194/isprs-archives-XLII-4-W10-71-2018, 2018

ESTIMATION OF POPULATION NUMBER VIA LIGHT ACTIVITIES ON NIGHT-TIME SATELLITE IMAGES

M. K. Turan, E. Yücer, E. Sehirli, and İ. R. Karaş

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W6, 103–105, https://doi.org/10.5194/isprs-archives-XLII-4-W6-103-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W6-103-2017, 2017

A LOW-COST AND LIGHTWEIGHT 3D INTERACTIVE REAL ESTATE-PURPOSED INDOOR VIRTUAL REALITY APPLICATION

K. Ozacar, Y. Ortakci, I. Kahraman, R. Durgut, and I. R. Karas

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W4, 307–310, https://doi.org/10.5194/isprs-annals-IV-4-W4-307-2017,https://doi.org/10.5194/isprs-annals-IV-4-W4-307-2017, 2017

A COMPARISON OF ARTIFICIAL NEURAL NETWORK AND HOMOTOPY CONTINUATION IN 3D INTERIOR BUILDING MODELLING

A. Jamali, F. Anton, A. Abdul Rahman, and D. Mioc

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W7, 13–21, https://doi.org/10.5194/isprs-archives-XLII-4-W7-13-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W7-13-2017, 2017

3D TOPOLOGICAL INDOOR BUILDING MODELING INTEGRATED WITH OPEN STREET MAP

A. Jamali, A. Abdul Rahman, and P. Boguslawski

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W1, 111–117, https://doi.org/10.5194/isprs-archives-XLII-4-W1-111-2016,https://doi.org/10.5194/isprs-archives-XLII-4-W1-111-2016, 2016

A COMPARISON OF TREE-BASED ALGORITHMS FOR COMPLEX WETLAND CLASSIFICATION USING THE GOOGLE EARTH ENGINE

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