Mohammad Reza Serajian Maralan

1. Soil erosion estimate by model-based and machine learning methods using remote sensing data: A review

Karimi Zarchi Arash, Serajian Maralan Mohammad Reza (2024)., 4th International Graduate Studies Congress, 5-8 June, Istanbul, Turkey.

2. Estimation of precipitation index (SPI) using drought indices based on remote sensing and deep learning regression methods of ResNet and LSTM

Khanbani Sara, Serajian Maralan Mohammad Reza, Shah Hosseini Reza (2024)., 9th International conference on interdisciplinary studies in management & engineering (ICOCS09), 19-20 May, Tehran, Iran.

1. Deep learning model improvement for building change detection by including local remote sensing training datasets

Abdolian Saeid, اسماعیلی علی, Serajian Maralan Mohammad Reza (2023)., Earth Observation and Geomatics Engineering, 7(1), 67-76.

2. Change detection of buildings using high spatial resolution images and deep learning

Abdolian Saeid, اسماعیلی علی, Serajian Maralan Mohammad Reza (2023)., 6th Intercontinental Geoinformation Days (IGD), 13-14 June, Baku, Azerbaijan.

3. OPTIMIZATION OF THE SPARSE REPRESENTATION PARAMETERS FOR THE FUSION OF REMOTELY SENSED SATELLITE IMAGES

Asefpour Vakilian Afshin, Serajian Maralan Mohammad Reza (2023)., GeoSpatial Conference 2022 – Joint 6th SMPR and 4th GIResearch Conferences, 19-22 February, Tehran, Iran.

1. Fault distance-based approach in thermal anomaly detection before strong Earthquakes

Karimi zarchi Arash, Serajian Maralan Mohammad Reza (2022)., Earth Observation and Geomatics Engineering, 6(2), 76-87.

2. An object-based sparse representation model for spatiotemporal image fusion

Asefpour Vakilian Afshin, Serajian Maralan Mohammad Reza (2022)., Scientific Reports, 12(1), 1-14.

1. Estimation of parameters (date and magnitude) of two strong earthquakes in Iran by integrating different earthquake precursors

Khoshgoftar Mohammad mahdi, Serajian Maralan Mohammad Reza (2021)., Geospatial Information Technology, 9(2), 67-81.

1. Optimizing the regularization parameters of prior information in sparse coding-based multispectral image fusion

Asefpour Vakilian Afshin, Serajian Maralan Mohammad Reza (2020)., Earth Observation and Geomatics Engineering, 4(2), 169-179.

2. Change detection in multispectral images based on fusion of change vector analysis in posterior probability space and posterior probability space angle mapper

Zakeri Fatemeh, Serajian Maralan Mohammad Reza (2020)., Geocarto International, 1/1(1), 1-15.

1. MODIS Brightness Temperature Change-Based Forest Fire Monitoring

Parto Fatemeh, Serajian Maralan Mohammad Reza, Homayouni Saied (2019)., Journal of the Indian Society of Remote Sensing, 48(1), 163-169.

2. Robust building footprint extraction from big multi-sensor data using deep learning competition network

Khoshboresh Masouleh Mehdi, Serajian Maralan Mohammad Reza (2019)., The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-4/W18, 2019, GeoSpatial Conference 2019 (Joint Conferences of SMPR and GI Research), Commission VI, WG VI/4, 12-14 October, Karaj, Iran.

3. SPECKLE REDUCTION IN SAR IMAGES USING A BAYESIAN MULTISCALE APPROACH

Zakeri Fatemeh, Serajian Maralan Mohammad Reza, Sahebi Mohammdreza (2019)., The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-4/W18, 2019, GeoSpatial Conference 2019 (Joint Conferences of SMPR and GI Research), Commission VI, WG VI/4, 12-14 October, Karaj, Iran.

4. Fusion of Change Vector Analysis in Posterior Probability Space and Postclassification Comparison for Change Detection from Multispectral Remote Sensing Data

Zakeri Fatemeh, Huang Bo, Serajian Maralan Mohammad Reza (2019)., Remote Sensing, 11(13), 1511.

5. Land Surface Emissivity and temperature retrieval from Landsat-8 satellite data using Support Vector Regression and weighted least squares approach

Serajian Maralan Mohammad Reza, Jouybari Moghadam Yaser (2019)., Remote Sensing Letters, 10(5), 439-448.

6. A semi-empirical approach for the estimation of land-surface emissivity from satellite data based on spectral index fusion using ensemble regression

Jouybari Moghadam Yaser, Serajian Maralan Mohammad Reza (2019)., INTERNATIONAL JOURNAL OF REMOTE SENSING, 40(11), 4213-4243.

1. Fusion of spectral wavelet and spatial total-variation methods to reduce the noise of hyperspectral images

Esmaeilzadeh Majid, Seydi Seyed Teymoor, Serajian Maralan Mohammad Reza (2018)., rayanesh, 7(2).

2. An estimation of topsoil organic carbon by combining factor analysis and multiple regression in semi-steppe rangelands of Lazour, Firouzkooh

Khalifehzade Rostam, رضا تمرتاش, Tatian Mohammad Reza, Serajian Maralan Mohammad Reza (2018)., Iranian Range and Desert Research, 25(3).

3. Estimation of improved resolution soil moisture in vegetated areas using passive AMSR-E data

مینا مرادیزاده, Serajian Maralan Mohammad Reza (2018)., Journal of Earth System Science, 127(2), 1-9.

4. Assessment of Surface Urban Heat Island in Three Cities Surrounded by Different Types of Land-Cover Using Satellite Images

Sherafati Shahabedin, Serajian Maralan Mohammad Reza, Rabbani Amir Hossein (2018)., Journal of the Indian Society of Remote Sensing, 46(7), 1013-1022.

1. Relation assessment between land surface temperature and close surface moisture in central Iran

Moradizadeh Mina, Momni Mehdi, Serajian Maralan Mohammad Reza (2017)., Journal of Geography and Environmental Planning, 67(3).

2. Using high-resolution satellite imagery to provide a relief priority map after earthquake

Ranjbar Hamid Reza, A. Ardalan Alireza, دهقانی حمید, Serajian Maralan Mohammad Reza (2017)., NATURAL HAZARDS, 90(3), 1087-1113.

3. A probability model for drought prediction using fusion of Markov Chain and SAX methods

Jouybari Moghadam Yaser, Serajian Maralan Mohammad Reza, Forati Amir Masoud (2017)., Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2017), 7-10 October, Tehran, Iran.

4. Least square approach for estimating of land surface temperature from Landsat-8 satellite data using radiative transfer equation

Jouybari Moghadam Yaser, Serajian Maralan Mohammad Reza, Forati Amir Masoud (2017)., Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2017), 7-10 October, Tehran, Iran.

5. Estimation of chlorophyll-a and TSI for a small reservoir using Landsat 8 Imagery

مریم قشقایی, Serajian Maralan Mohammad Reza, Taheri Tizro Abdollah, Nozari Hamed (2017)., The 18th International Conference on Diffuse Pollution and Eutrophication, 13-17 August, Los Angeles, United States Of America (USA).