Himan Shahabi

17.0k citations
154 papers · 13.6k indexed · 14 hit papers · h-index 71
Co-authors
Ataollah ShirzadiBaharin Bin AhmadWei ChenDieu Tien BuiKamran ChapiBinh Thai PhamKhabat KhosraviHaoyuan Hong
Topics
Flood Risk Assessment and Management (77 papers)Landslides and related hazards (70 papers)Hydrology and Watershed Management Studies (29 papers)
Cited by
Management, Monitoring, Policy and LawGlobal and Planetary ChangeEnvironmental Engineering
Journals
The Science of The Total EnvironmentScientific ReportsJournal of Hydrology
Partner nations
IranMalaysiaVietnam

In The Last Decade

Himan Shahabi

148 papers receiving 13.4k citations

Hit Papers

A comparative assessment of decision trees algorithms for...201520262018202220182019201720192018200400600
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
    2018 600 citations Khabat Khosravi, Binh Thai Pham et al. profile →
  2. A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods
    2019 545 citations Khabat Khosravi, Himan Shahabi et al. profile →
  3. A novel hybrid artificial intelligence approach for flood susceptibility assessment
    2017 496 citations Kamran Chapi, Ataollah Shirzadi et al. profile →
  4. Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods
    2019 384 citations Wei Chen, Himan Shahabi et al. profile →
  5. Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling
    2018 382 citations Wei Chen, Shuai Zhang et al. profile →
  6. Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China
    2018 376 citations Wei Chen, Haoyuan Hong et al. profile →
  7. Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment
    2015 345 citations Himan Shahabi et al. profile →
  8. Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping
    2018 288 citations Hossein Shafizadeh‐Moghadam, Himan Shahabi et al. Journal of Environmental Management profile →
  9. Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier
    2020 280 citations Himan Shahabi, Ataollah Shirzadi et al. Remote Sensing profile →
  10. Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches
    2018 249 citations Binh Thai Pham, Indra Prakash et al. CATENA profile →
  11. GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method
    2018 229 citations Wei Chen, Himan Shahabi et al. CATENA profile →
  12. Hybrid artificial intelligence models based on a neuro-fuzzy system and metaheuristic optimization algorithms for spatial prediction of wildfire probability
    2019 222 citations Abolfazl Jaafari, Mahdi Panahi et al. profile →
  13. Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility
    2019 217 citations Abolfazl Jaafari, Mahdi Panahi et al. CATENA profile →
  14. Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms
    2019 208 citations Himan Shahabi, Ataollah Shirzadi et al. profile →

Peers

Himan Shahabi
Comparison fields: 5 of 163
  • Global and Planetary Change 9.2k
  • Management, Monitoring, Policy and Law 6.0k
  • Environmental Engineering 3.4k
  • Water Science and Technology 3.3k
  • Atmospheric Science 2.2k
Replace Haoyuan Hong with:
Haoyuan Hong China
Binh Thai Pham Vietnam
Indra Prakash Vietnam
Ataollah Shirzadi Iran
A‐Xing Zhu China
Saro Lee South Korea
Khabat Khosravi Iran
Baharin Bin Ahmad Malaysia
Hamid Reza Pourghasemi Iran
Himan Shahabi relative to Haoyuan Hong China Haoyuan Hong's profile →
Citations per field
00.5×1.5×
Haoyuan Hong · 1×
Citations per year

Countries citing papers authored by Himan Shahabi

Since Specialization
Citations

This map shows the geographic impact of Himan Shahabi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Himan Shahabi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Himan Shahabi more than expected).

Fields of papers citing papers by Himan Shahabi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Himan Shahabi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Himan Shahabi. The network helps show where Himan Shahabi may publish in the future.

Co-authorship network of co-authors of Himan Shahabi

This figure shows the co-authorship network connecting the top 25 collaborators of Himan Shahabi. A scholar is included among the top collaborators of Himan Shahabi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Himan Shahabi. Himan Shahabi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
#WorkIndexed citations
1
A novel hybrid machine learning approach for δ13C spatial prediction in polish hard-water lakes
2025 ·Ecological Informatics ·Himan Shahabi,Ataollah Shirzadi,(unknown),Natalia Piotrowska,Janusz Filipiak,(unknown)
0
2
Extreme flash flood susceptibility mapping using a novel PCA-based model stacking approach
2024 ·Advances in Space Research ·(unknown),Hossein Shafizadeh‐Moghadam,Ahmad Sharafati,Himan Shahabi
13
3
Towards robust smart data-driven soil erodibility index prediction under different scenarios
2022 ·Geocarto International ·Ataollah Shirzadi,Himan Shahabi,Kamal Nabiollahi,Ruhollah Taghizadeh‐Mehrjardi,Iván Lizaga,John J. Clague,Sushant K. Singh,(unknown),Anuar Ahmad
3
4
The performance quality of LR, SVM, and RF for earthquake-induced landslides susceptibility mapping incorporating remote sensing imagery
2021 ·Arabian Journal of Geosciences ·Rui Liu,Luyao Li,Saied Pirasteh,(unknown),Xin Yang,Himan Shahabi
37
5
Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran
2020 ·Forests ·Viet‐Ha Nhu,Ataollah Shirzadi,Himan Shahabi,Wei Chen,John J. Clague,Marten Geertsema,Abolfazl Jaafari,Mohammadtaghi Avand,(unknown),(unknown),Binh Thai Pham,Baharin Bin Ahmad,Saro Lee
102
6
Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM+ Images
2020 ·International Journal of Environmental Research and Public Health ·Viet‐Ha Nhu,Ayub Mohammadi,Himan Shahabi,Ataollah Shirzadi,Nadhir Al‐Ansari,Baharin Bin Ahmad,Wei Chen,Masood Khodadadi,Mehdi Ahmadi,Khabat Khosravi,Abolfazl Jaafari,Hoang Nguyen
45
7
Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models
2020 ·Water ·Viet‐Ha Nhu,Omid Rahmati,Fatemeh Falah,Saeed Shojaei,Nadhir Al‐Ansari,Himan Shahabi,Ataollah Shirzadi,K. Górski,Hoang Nguyen,Baharin Bin Ahmad
63
8
A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers
2020 ·Sustainability ·Dieu Tien Bui,Ataollah Shirzadi,Ata Amini,Himan Shahabi,Nadhir Al‐Ansari,(unknown),Sushant K. Singh,Binh Thai Pham,Baharin Bin Ahmad,Pezhman Taherei Ghazvinei
90
9
New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed
2019 ·Forests ·Dieu Tien Bui,Ataollah Shirzadi,Himan Shahabi,Marten Geertsema,Ebrahim Omidvar,John J. Clague,Binh Thai Pham,Jie Dou,(unknown),Baharin Bin Ahmad,Saro Lee
108
10
Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution
2019 ·CATENA ·Ataollah Shirzadi,Karim Solaimani,(unknown),Ataollah Kavian,Kamran Chapi,Himan Shahabi,Saskia Keesstra,Baharin Bin Ahmad,Dieu Tien Bui
127
11
Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction
2019 ·Applied Sciences ·(unknown),Tran Thi Tuyen,Ataollah Shirzadi,Binh Thai Pham,Himan Shahabi,Ebrahim Omidvar,Ata Amini,(unknown),Indra Prakash,Tran Van Phong,(unknown),Thanh Tran,Saro Lee,Dieu Tien Bui
57
12
Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms
2019 ·Sustainability ·Binh Thai Pham,Ataollah Shirzadi,Himan Shahabi,Ebrahim Omidvar,Sushant K. Singh,Mehebub Sahana,(unknown),Baharin Bin Ahmad,Nguyen Kim Quoc,Saro Lee
156
13
Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm
2019 ·Journal of Environmental Management ·Yi Wang,Haoyuan Hong,Wei Chen,Shaojun Li,Mahdi Panahi,Khabat Khosravi,Ataollah Shirzadi,Himan Shahabi,Somayeh Panahi,Romulus Costache
209
14
SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment
2019 ·Applied Sciences ·Saro Lee,Mahdi Panahi,Hamid Reza Pourghasemi,Himan Shahabi,Mohsen Alizadeh,Ataollah Shirzadi,Khabat Khosravi,Assefa M. Melesse,Mohammad Yekrangnia,Fatemeh Rezaie,(unknown),Binh Thai Pham,Baharin Bin Ahmad
58
15
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)
2019 ·Sensors ·Dieu Tien Bui,Ataollah Shirzadi,Himan Shahabi,Kamran Chapi,(unknown),Binh Thai Pham,(unknown),(unknown),Biswajeet Pradhan,Mahdi Panahi,Baharin Bin Ahmad,(unknown),Gyula Gróf,Saro Lee
101
16
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides
2018 ·Remote Sensing ·Dieu Tien Bui,Himan Shahabi,Ataollah Shirzadi,Kamran Chapi,Nhat‐Duc Hoang,Binh Thai Pham,Quang‐Thanh Bui,(unknown),Mahdi Panahi,Baharin Bin Ahmad,Saro Lee
93
17
Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping
2018 ·Sensors ·Ataollah Shirzadi,(unknown),(unknown),Ataollah Kavian,Kamran Chapi,Himan Shahabi,Wei Chen,Khabat Khosravi,Binh Thai Pham,Biswajeet Pradhan,Anuar Ahmad,Baharin Bin Ahmad,Dieu Tien Bui
165
18
A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China
2017 ·Geomatics Natural Hazards and Risk ·Wei Chen,Ataollah Shirzadi,Himan Shahabi,Baharin Bin Ahmad,Shuai Zhang,Haoyuan Hong,Ning Zhang
173
19
Application of GIS Based Multi-criteria Analysis in Site Selection of Water Reservoirs (Case Study: Batu Pahat, Malaysia)
2015 ·Research Journal of Applied Sciences Engineering and Technology ·(unknown),Himan Shahabi,Baharin Bin Ahmad
6
20
Application of Fuzzy Set Theory and SPOT Satellite Images in Site Selection of Public Libraries (Case Study: Saqqez City, Iran)
2013 ·Research Journal of Applied Sciences Engineering and Technology ·(unknown),Himan Shahabi,(unknown),(unknown),(unknown)
3

About Himan Shahabi

Himan Shahabi is a scholar working on Management, Monitoring, Policy and Law, Global and Planetary Change and Environmental Engineering, having authored 154 papers that have together received 13.6k indexed citations. Recurring topics across this work include Flood Risk Assessment and Management (77 papers), Landslides and related hazards (70 papers) and Hydrology and Watershed Management Studies (29 papers). The work is most often cited by research in Management, Monitoring, Policy and Law (6.0k citations), Global and Planetary Change (9.2k citations) and Environmental Engineering (3.4k citations). Himan Shahabi has collaborated with scholars based in Iran, Malaysia and Vietnam. Frequent co-authors include Ataollah Shirzadi, Baharin Bin Ahmad, Wei Chen, Dieu Tien Bui, Kamran Chapi, Binh Thai Pham, Khabat Khosravi, Haoyuan Hong, Mahdi Panahi and Biswajeet Pradhan. Their work appears in journals such as The Science of The Total Environment, Scientific Reports and Journal of Hydrology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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