John P. Tiefenbacher - Publications, H-index & Citations

John P. Tiefenbacher

Texas State University System

44H指数

157论文数

5.6K被引数

收录论文 59

发表时间

Fire-danger modeling and mapping in natural ecosystems of northeastern Iran: application of physiographic, vegetative, climatic and human-made indicators

NATURAL HAZARDS

IF3.7

2024-03-29

PREAI

Eskandari, Saeedeh; Kamali, Nadia; Sadeghipour, Ahmad; Siahmansour, Reza; Tiefenbacher, John P.

Potential impacts of future climate on the spatio-temporal variability of landslide susceptibility in Iran using machine learning algorithms and CMIP6 climate-change scenarios 使用机器学习算法和CMIP6气候变化情景，未来气候对伊朗滑坡敏感性时空变化的潜在影响

GONDWANA RESEARCH

IF8.6

2023-12-01

PREAI

Janizadeh, Saeid; Bateni, Sayed M.; Jun, Changhyun; Pal, Subodh Chandra; Band, Shahab S.; Chowdhuri, Indrajit; Saha, Asish; Tiefenbacher, John P.; Mosavi, Amirhosein

Using machine learning to predict processes and morphometric features of watershed (vol 13, 8498, 2023)

SCIENTIFIC REPORTS

IF3.9

2023-07-03

OAAI

Mokarram, Marzieh; Pourghasemi, Hamid Reza; Tiefenbacher, John P.

Using machine learning to predict processes and morphometric features of watershed

SCIENTIFIC REPORTS

IF3.9

2023-05-25

OAAI

Mokarram, Marzieh; Pourghasemi, Hamid Reza; Tiefenbacher, John P.

Uncovering the Depletion Patterns of Inland Water Bodies via Remote Sensing, Data Mining, and Statistical Analysis

WATER

IF3

2023-04-12

OAAI

Zolghadr-Asli, Babak; Jahromi, Mojtaba Naghdyzadegan; Wan, Xi; Enayati, Maedeh; Jahromi, Maryam Naghdizadegan; Nasab, Mohsen Tahmasebi; Tiefenbacher, John P. P.; Pourghasemi, Hamid Reza

Spatiotemporal monitoring of droughts in Iran using remote-sensing indices

NATURAL HAZARDS

IF3.7

2023-02-21

OAAI

Pouyan, Soheila; Bordbar, Mojgan; Ravichandran, Venkatesh; Tiefenbacher, John P.; Kherad, Mehrzad; Pourghasemi, Hamid Reza

Using computational-intelligence algorithms and remote sensing data to optimize the locations of check dams to control sediment and runoff in Kandolus watershed, Mazandaran, Iran

GEOCARTO INTERNATIONAL

IF3.5

2022-05-29

PREAI

Band, Shahab S.; Pal, Subodh Chandra; Bateni, Sayed M.; Jun, Changhyun; Saha, Asish; Chowdhuri, Indrajit; Tiefenbacher, John P.; Janizadeh, Saeid

Identification of dust sources in a dust hot-spot area in Iran using multi-spectral Sentinel 2 data and deep learning artificial intelligence machine

GEOCARTO INTERNATIONAL

IF3.5

2022-05-27

PREAI

Dolatkordestani, Mojtaba; Nosrati, Kazem; Maddah, Saeid; Tiefenbacher, John P.

Spatial analysis of environmental factors influencing dust sources in the east of Iran using a new active-learning approach

GEOCARTO INTERNATIONAL

IF3.5

2022-05-26

PREAI

Yariyan, Peyman; Amiri, Mahdis; Saffariha, Maryam; Avand, Mohammadtaghi; Ghiasi, Seid Saeid; Tiefenbacher, John P.

Spatial mapping Zataria multiflora using different machine-learning algorithms 使用不同的机器学习算法对Zataria multiflora进行空间映射

CATENA

IF5.7

2022-05-01

PREAI

Edalat, Mohsen; Dastres, Emran; Jahangiri, Enayat; Moayedi, Gholamreza; Zamani, Afshin; Pourghasemi, Hamid Reza; Tiefenbacher, John P.

Provision of eucalyptus wood farming potential map in Iran: An application of land cover, ecological, climatic, hydrologic, and edaphic analysis in a GIS-based fuzzy AHP framework

ECOLOGICAL INDICATORS

IF7.4

2022-03-01

OAAI

Eskandari, Saeedeh; Behnamfar, Kourosh; Pourghasemi, Hamid Reza; Tiefenbacher, John P.

Evaluating novel hybrid models based on GIS for snow avalanche susceptibility mapping: A comparative study 基于GIS的新型混合模型评估雪崩敏感性图: 一项比较研究

COLD REGIONS SCIENCE AND TECHNOLOGY

IF3.8

2022-02-01

PREAI

Yariyan, Peyman; Omidvar, Ebrahim; Karami, Mohammadreza; Cerda, Artemi; Quoc Bao Pham; Tiefenbacher, John P.

Using Optimized Deep Learning to Predict Daily Streamflow: A Comparison to Common Machine Learning Algorithms

WATER RESOURCES MANAGEMENT

IF4.7

2022-01-17

PREAI

Khosravi, Khabat; Golkarian, Ali; Tiefenbacher, John P.

Mapping the spatial and temporal variability of flood hazard affected by climate and land-use changes in the future

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2021-11-01

OAAI

Janizadeh, Saeid; Pal, Subodh Chandra; Saha, Asish; Chowdhuri, Indrajit; Ahmadi, Kourosh; Mirzaei, Sajjad; Mosavi, Amir Hossein; Tiefenbacher, John P.

Identification of the most suitable afforestation sites by Juniperus excels specie using machine learning models: Firuzkuh semi-arid region, Iran Juniperus excels使用机器学习模型识别最合适的造林地点: 伊朗Firuzkuh半干旱地区

ECOLOGICAL INFORMATICS

IF7.3

2021-11-01

PREAI

Yousefi, Saleh; Avand, Mohammadtaghi; Yariyan, Peyman; Goujani, Hassan Jahanbazi; Costache, Romulus; Tavangar, Shahla; Tiefenbacher, John P.

Change detection in piping, gully head forms, and mechanisms

CATENA

IF5.7

2021-11-01

PREAI

Kariminejad, Narges; Hosseinalizadeh, Mohsen; Pourghasemi, Hamid Reza; Tiefenbacher, John P.

Predicting landslide susceptibility based on decision tree machine learning models under climate and land use changes

GEOCARTO INTERNATIONAL

IF3.5

2021-10-18

PREAI

Quoc Bao Pham; Pal, Subodh Chandra; Chakrabortty, Rabin; Saha, Asish; Janizadeh, Saeid; Ahmadi, Kourosh; Khedher, Khaled Mohamed; Duong Tran Anh; Tiefenbacher, John P.; Bannari, Abderrazak

Urban flood modeling using deep-learning approaches in Seoul, South Korea

JOURNAL OF HYDROLOGY

IF6.3

2021-10-01

107

OAAI

Lei, Xinxiang; Chen, Wei; Panahi, Mahdi; Falah, Fatemeh; Rahmati, Omid; Uuemaa, Evelyn; Kalantari, Zahra; Santos Ferreira, Carla Sofia; Rezaie, Fatemeh; Tiefenbacher, John P.; Lee, Saro; Bian, Huiyuan

Determination of flood probability and prioritization of sub-watersheds: A comparison of game theory to machine learning

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2021-10-01

PREAI

Avand, Mohammadtaghi; Khiavi, Ali Nasiri; Khazaei, Majid; Tiefenbacher, John P.

An optimization on machine learning algorithms for mapping snow avalanche susceptibility

NATURAL HAZARDS

IF3.7

2021-09-28

PREAI

Yariyan, Peyman; Omidvar, Ebrahim; Minaei, Foad; Ali Abbaspour, Rahim; Tiefenbacher, John P.

研究方向