Forecasting of SPI and Meteorological Drought Based on the Artificial Neural Network and M5P Model Tree
出版年份 2022 全文链接
标题
Forecasting of SPI and Meteorological Drought Based on the Artificial Neural Network and M5P Model Tree
作者
关键词
-
出版物
Land
Volume 11, Issue 11, Pages 2040
出版商
MDPI AG
发表日期
2022-11-15
DOI
10.3390/land11112040
参考文献
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- (2022) Ahmed Elbeltagi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Water quality index modeling using random forest and improved SMO algorithm for support vector machine in Saf-Saf river basin
- (2022) Bachir Sakaa et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Drought disaster monitoring and land use dynamics: identification of drought drivers using regression-based algorithms
- (2022) Israel R. Orimoloye et al. NATURAL HAZARDS
- Combination of Limited Meteorological Data for Predicting Reference Crop Evapotranspiration Using Artificial Neural Network Method
- (2022) Ahmed Elbeltagi et al. Agronomy-Basel
- Optimizing hyperparameters of deep hybrid learning for rainfall prediction: a case study of a Mediterranean basin
- (2022) Ahmed Elbeltagi et al. Arabian Journal of Geosciences
- Seasonal climate forecasts (SCFs) based risk management strategies: A case study of rainfed rice cultivation in India
- (2022) N.L. KUSHWAHA et al. Journal of Agrometeorology
- Applications of Data-driven Models for Daily Discharge Estimation Based on Different Input Combinations
- (2022) Manish Kumar et al. WATER RESOURCES MANAGEMENT
- Correlation Analysis of Soil Nutrients and Prediction Model Through ISO Cluster Unsupervised Classification with Multispectral Data
- (2022) Viraj A. Gulhane et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India
- (2022) Ahmed Elbeltagi et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game theory
- (2021) Zohre Ebrahimi-Khusfi et al. ECOLOGICAL INDICATORS
- Prediction of irrigation groundwater quality parameters using ANN, LSTM, and MLR models
- (2021) Saber Kouadri et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Data Intelligence Model and Meta-Heuristic Algorithms-Based Pan Evaporation Modelling in Two Different Agro-Climatic Zones: A Case Study from Northern India
- (2021) Nand Lal Kushwaha et al. Atmosphere
- Evaluating severity–area–frequency (SAF) of seasonal droughts in Bangladesh under climate change scenarios
- (2020) Mahiuddin Alamgir et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Modelling human health vulnerability using different machine learning algorithms in stone quarrying and crushing areas of Dwarka river Basin, Eastern India
- (2020) Indrajit Mandal et al. ADVANCES IN SPACE RESEARCH
- Exploring climate variability and its impact on drought occurrence: Evidence from Godavari Middle sub-basin, India
- (2020) Md Masroor et al. Weather and Climate Extremes
- Climate Change Uncertainties in Seasonal Drought Severity-Area-Frequency Curves: Case of Arid Region of Pakistan
- (2019) Kamal Ahmed et al. JOURNAL OF HYDROLOGY
- Future hydro-meteorological drought of the Johor River Basin, Malaysia, based on CORDEX-SEA projections
- (2019) Mou Leong Tan et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Meteorological drought forecasting based on a statistical model with machine learning techniques in Shaanxi province, China
- (2019) Rong Zhang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Prediction of heat waves in Pakistan using quantile regression forests
- (2019) Najeebullah Khan et al. ATMOSPHERIC RESEARCH
- Seasonal Drought Pattern Changes Due to Climate Variability: Case Study in Afghanistan
- (2019) Ishanch Qutbudin et al. Water
- Assessment of Spatial Agglomeration of Agricultural Drought Disaster in China from 1978 to 2016
- (2019) Qian Wang et al. Scientific Reports
- Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia
- (2019) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Conventional and digital soil mapping in Iran: Past, present, and future
- (2019) Mojtaba Zeraatpisheh et al. CATENA
- Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region
- (2018) Soukayna Mouatadid et al. ATMOSPHERIC RESEARCH
- A new accuracy measure based on bounded relative error for time series forecasting
- (2017) Chao Chen et al. PLoS One
- Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions
- (2016) Seonyoung Park et al. AGRICULTURAL AND FOREST METEOROLOGY
- The Evaporative Stress Index as an indicator of agricultural drought in Brazil: An assessment based on crop yield impacts
- (2016) Martha C. Anderson et al. REMOTE SENSING OF ENVIRONMENT
- Artificial intelligence based models for stream-flow forecasting: 2000–2015
- (2015) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Climate variation explains a third of global crop yield variability
- (2015) Deepak K. Ray et al. Nature Communications
- Application of several artificial intelligence models and ARIMAX model for forecasting drought using the Standardized Precipitation Index
- (2014) A. Jalalkamali et al. International Journal of Environmental Science and Technology
- Glossary of Terms
- (2014) SCANDINAVIAN JOURNAL OF PUBLIC HEALTH
- Analyses of Drought Events in Calabria (Southern Italy) Using Standardized Precipitation Index
- (2014) G. Buttafuoco et al. WATER RESOURCES MANAGEMENT
- Development of a multimodel-based seasonal prediction system for extreme droughts and floods: a case study for South Korea
- (2012) Soo-Jin Sohn et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Analysis of drought condition and risk in Peninsular Malaysia using Standardised Precipitation Index
- (2012) Wan Zawiah Wan Zin et al. THEORETICAL AND APPLIED CLIMATOLOGY
- A review of drought indices
- (2011) Amin Zargar et al. ENVIRONMENTAL REVIEWS
- Drought modeling – A review
- (2011) Ashok K. Mishra et al. JOURNAL OF HYDROLOGY
- Markov Chain Models for Hydrological Drought Characteristics
- (2011) Dilek Eren Akyuz et al. JOURNAL OF HYDROMETEOROLOGY
- Differential effects of climate variability on forest dynamics along a precipitation gradient in northern Patagonia
- (2010) María Laura Suarez et al. JOURNAL OF ECOLOGY
- A review of drought concepts
- (2010) Ashok K. Mishra et al. JOURNAL OF HYDROLOGY
- Drought under global warming: a review
- (2010) Aiguo Dai Wiley Interdisciplinary Reviews-Climate Change
- Spatial and temporal characteristics of droughts in the western part of Bangladesh
- (2007) Shamsuddin Shahid HYDROLOGICAL PROCESSES
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