سامانه مدیریت امور پژوهشی دانشگاه کردستان | عطااله شیرزادی

نام و نام خانوادگی	عطااله شیرزادی
شغل	عضو هیئت علمی دانشگاه کردستان
تحصیلات	دکترای تخصصی
وبسایت	مشاهده
پست الکترونیک	a [dot] shirzadi [at] uok [dot] ac [dot] ir

	عنوان	مجله
1	نفوذپذیری آب به داخل خاک در بخش‌های مختلف یک دامنه در فصول مختلف سال	پژوهش‌های حفاظت آب و خاک
2	Developing a Semi-Supervised Strategy in Time Series Mapping of Wetland Covers: A Case Study of Zrebar Wetland, Iran	Earth Systems and Environment
3	پیش‌بینی حساسیت‌پذیری سیلاب شهری با استفاده از مدل ترکیبی فازی- دلفی در شهر سنندج	مدل سازی و مدیریت آب و خاک
4	A systematic review of Muskingum flood routing techniques	Hydrological Sciences Journal
5	Improving the performance of artificial intelligence models using the rotation forest technique for landslide susceptibility mapping	International Journal of Environmental Science and Technology
6	Performance improvement of the linear muskingum flood routing model using optimization algorithms and data assimilation approaches	Natural Hazards
7	Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms	Remote Sensing
8	Spatial Prediction of Landslides Using Hybrid Multi-Criteria Decision-Making Methods: A Case Study of the Saqqez-Marivan Mountain Road in Iran	Land
9	Rangeland species potential mapping using machine learning algorithms	ECOLOGICAL ENGINEERING
10	Towards robust smart data-driven soil erodibility index prediction under different scenarios	Geocarto International
11	ارزیابی حساسیت زمین لغزش با استفاده از مدل جدید ترکیبی الگوریتم مبنا (مطالعه موردی: شهرستان کامیاران، استان کردستان)	پژوهش هاي ژئومورفولوژي كمي
12	Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?	JOURNAL OF HYDROLOGY
13	پیش بینی حساسیت فرسایش خندقی و مخاطرات آن در حوضۀ آبخیز کلوچه بیجار با استفاده از مدل های پیش بینی کنندۀ مکانی	مديريت مخاطرات محيطي (دانش مخاطرات سابق)
14	پیش بینی مکانی زمین لغزش های سطحی با استفاده از الگوریتم درخت تصمیم متناوب (مطالعۀ موردی: مسیر ارتباطی یوزیدر- دگاگا در استان کردستان)	مهندسي اكوسيستم بيابان
15	Application of a Novel Hybrid Machine Learning Algorithm in Shallow Landslide Susceptibility Mapping in a Mountainous Area	Frontiers in Environmental Science
16	A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran	SENSORS
17	Predicting sustainable arsenic mitigation using machine learning techniques	ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
18	Landslide susceptibility modeling based on remote sensing data and data mining techniques	Environmental Earth Sciences
19	A comparison study on the quantitative statistical methods for spatial prediction of shallow landslides (case study: Yozidar-Degaga Route in Kurdistan Province, Iran)	Environmental Earth Sciences
20	Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides	APPLIED SOFT COMPUTING
21	Efficiency of artificial neural networks in determining scour depth at composite bridge piers	International Journal of River Basin Management
22	Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learning	SCIENCE OF THE TOTAL ENVIRONMENT
23	A novel hybrid approach of landslide susceptibility modelling using rotation forest ensemble and different base classifiers	Geocarto International
24	پهنه بندی خطر سیلاب در شهر سنندج با استفاده از مدل های ترکیبی شاخص آماری و تابع شواهد قطعی	مطالعات شهري
25	Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm	Geoscience Frontiers
26	Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms	Remote Sensing
27	Deep learning neural networks for spatially explicit prediction of flash flood probability	Geoscience Frontiers
28	A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping	Engineering Applications of Artificial Intelligence
29	Performance Evaluation and Comparison of Bivariate Statistical-Based Artificial Intelligence Algorithms for Spatial Prediction of Landslides	ISPRS International Journal of Geo-Information
30	New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed	FORESTS
31	A comparative study of support vector machine and logistic model tree classifiers for shallow landslide susceptibility modeling	Environmental Earth Sciences
32	Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)	Applied Sciences-Basel
33	Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping	IEEE Access
34	GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran	Remote Sensing
35	Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran	Applied Sciences-Basel
36	Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms	ISPRS International Journal of Geo-Information
37	Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms	International Journal of Environmental Research and Public Health
38	Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms	FORESTS
39	Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment	International Journal of Environmental Research and Public Health
40	Hybridized neural fuzzy ensembles for dust source modeling and prediction	ATMOSPHERIC ENVIRONMENT
41	Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models	Water
42	Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran	FORESTS
43	Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping	Symmetry-Basel
44	A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers	Sustainability
45	GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models	Applied Sciences-Basel
46	Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM+ Images	International Journal of Environmental Research and Public Health
47	Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution	SCIENCE OF THE TOTAL ENVIRONMENT
48	A hybrid machine learning ensemble approach based on a Radial Basis Function neural network and Rotation Forest for landslide susceptibility modeling: A case study in the Himalayan area, India	International Journal of Sediment Research
49	Development of an Artificial Intelligence Approach for Prediction of Consolidation Coefficient of Soft Soil: A Sensitivity Analysis	The Open Construction & Building Technology Journal
50	پهنه بندی حساسیت زمین لغزش با سامانه اطلاعات جغرافیایی ومقایسه ی کارایی روش های رگرسیون لجستیک و نسبت فراوانی در(مطالعه موردی: حوزه ی آبخیز چشمیدر، کردستان)	مجله كاربرد سيستم اطلاعات جغرافيايي و سنجش از دور در برنامه ريزي
51	پیش بینی مکانی زمین لغزش های سطحی با استفاده از مدل های آماری و یادگیری ماشین (مطالعۀ موردی: حوضه سرخون)	مرتع و آبخيزداري (منابع طبيعي ايران)-دانشگاه تهران
52	بررسی مقایسه ای مدل های ماشین پشتیبان بردار و لجستیک درختی برای ارزیابی حساسیت زمین لغزش-مطالعه موردی: شهرستان کامیاران، استان کردستان	فصل نامه جغرافياي طبيعي لار دانشگاه آزاد لارستان
53	Flood susceptibility assessment in Hengfeng area coupling adaptiveneuro-fuzzy inference system with genetic algorithm and differential evolution	SCIENCE OF THE TOTAL ENVIRONMENT
54	ارزیابی حساسیت زمین لغزش با استفاده از الگوریتم ماشین پشتیبان بردار (مطالعه موردی: شهرستان کامیاران، استان کردستان)	پژوهش هاي ژئومورفولوژي كمي
55	SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors	Geoscience Frontiers
56	Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree	Geocarto International
57	A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping	Water
58	SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment	SENSORS
59	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	Remote Sensing
60	A novel hybrid approach of Bayesian Logistic Regression and its ensembles for landslide susceptibility assessment	Geocarto International
61	A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)	SENSORS
62	Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model	Remote Sensing
63	Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms	Sustainability
64	Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction	Applied Sciences-Basel
65	Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)	Geocarto International
66	Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling	Bulletin of Engineering Geology and the Environment
67	Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm	JOURNAL OF ENVIRONMENTAL MANAGEMENT
68	A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment	Geocarto International
69	Land cover change mapping using a combination of Sentinel-1 data ‎and multispectral satellite imagery: A case study of Sanandaj County, Kurdistan, Iran	Applied Ecology and Environmental Research
70	Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling	FORESTS
71	Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression	Applied Sciences-Basel
72	A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods	JOURNAL OF HYDROLOGY
73	Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution	CATENA
74	Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach	WATER RESOURCES MANAGEMENT
75	Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm	Remote Sensing
76	Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms	SCIENCE OF THE TOTAL ENVIRONMENT
77	Sinkhole susceptibility mapping: a comparison between Bayes-based machine learning algorithms	LAND DEGRADATION & DEVELOPMENT
78	Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches	CATENA
79	Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods	Natural Hazards
80	مقایسه مدل های رگرسیون لجستیک و بیزین رگرسیون لجستیک به منظور پیش بینی مکانی حرکت های توده ای استان	پژوهش هاي ژئومورفولوژي كمي
81	Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping	SENSORS
82	Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods	Scientific Reports
83	Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia	Remote Sensing
84	A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides	Remote Sensing
85	New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling	Water
86	Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms	SENSORS
87	Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping	JOURNAL OF ENVIRONMENTAL MANAGEMENT
88	A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran	SCIENCE OF THE TOTAL ENVIRONMENT
89	A novel hybrid artiﬁcial intelligence approach based on the rotation forest ensemble and na€ ıve Bayes tree classiﬁers for a landslide susceptibility assessment in Langao County, China	Geomatics, Natural Hazards and Risk
90	A Novel Hybrid Artificial Intelligence Approach for Flood Susceptibility Assessment	ENVIRONMENTAL MODELLING & SOFTWARE
91	Rock fall susceptibility assessment along a mountainous road: an evaluation of bivariate statistic, analytical hierarchy process and frequency ratio	Environmental Earth Sciences
92	A comparative study between popular statistical and machine learning methods for simulating volume of landslides	CATENA
93	ارزیابی مدل رگرسیون لجستیک و منطق فازی در تهیه نقشه حساسیت به زمین لغز شهای شهر سنندج	پژوهش هاي آبخيزداري (پژوهش و سازندگي سابق)
94	معرفی یک مدل جدید ترکیبی الگوریتم مبنا به منظور پیش بینی حساسیت زمین لغزشهای سطحی اطراف شهر بیجار	جغرافيا و توسعه
95	Shallow landslide susceptibility assessment using a novel hybrid intelligence approach	Environmental Earth Sciences
96	مقایسه روش های شبکه عصبی مصنوعی و رگرسیون چند متغیره در تخمین مقادیر آرسنیک خاک (مطالعه موردی :استان کردستان، ایران)	پژوهش هاي آبخيزداري (پژوهش و سازندگي سابق)
97	پهنه بندی احتمال حضور آرسنیک در برخی خاک های آهکی دشت قروه با استفاده از رگرسیون لجستیک	پژوهش هاي خاك (علوم خاك و آب)
98	مقایسه مدل های رگرسیون لجستیک و نسبت فراوانی در پهنه بندی خطر ریزش سنگ	مجله منابع طبيعي ايران
99	A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran	Natural Hazards
100	برآورد هیدروگراف واحد مصنوعی با استفاده از تحلیل منطقه ای سیلاب و پارامترهای ژئومورفولوژیکی (مطالعه موردی: حوضه های آبخیز مارنج و کانی سواران، کردستان)	علوم آب و خاک (علوم و فنون کشاورزی و منابع طبیعی سابق)