[PDF][PDF] Machine learning techniques for rainfall prediction: A review
Heavy rainfall prediction is a major problem for meteorological department as it is closely
associated with the economy and life of human. It is a cause for natural disasters like flood …
associated with the economy and life of human. It is a cause for natural disasters like flood …
Rainfall forecasting using neural network: A survey
An accurate rainfall forecasting is very important for agriculture dependent countries like
India. For analyzing the crop productivity, use of water resources and pre-planning of water …
India. For analyzing the crop productivity, use of water resources and pre-planning of water …
SMOTE and ExtraTreesRegressor based random forest technique for predicting Australian rainfall
M Irshada, V Kumar - International Journal of Information Technology, 2023 - Springer
Rain is an essential part of our ecosystem and is responsible for most of the fresh water on
the earth. Rainfall is a stochastic process that depends on temperature, humidity, wind, and …
the earth. Rainfall is a stochastic process that depends on temperature, humidity, wind, and …
[PDF][PDF] Rainfall prediction using neural network
A Sharma, G Nijhawan - IJCST, 2015 - academia.edu
Back propagation is most widely used in neural network projects because it is easy to train
and for its accuracy. Back propagation learning algorithm consists of two facets, the first one …
and for its accuracy. Back propagation learning algorithm consists of two facets, the first one …
[PDF][PDF] Rainfall Prediction using Back-Propagation Feed Forward Network
A Chaturvedi - International Journal of Computer Applications, 2015 - Citeseer
Back propagation is most widely used in neural network projects because it is easy to train
and for its accuracy. Back propagation learning algorithm consists of two facets, the first one …
and for its accuracy. Back propagation learning algorithm consists of two facets, the first one …
Rainfall predictive approach for La Trinidad, Benguet using machine learning classification
Use of rain as a source of irrigation water presents an effective use of natural water
resources. Predicting the occurrence of rainfall plays a major role especially in an …
resources. Predicting the occurrence of rainfall plays a major role especially in an …
Study of Climate Change in the Mandalika International Circuit Area Using Neural Network Backpropagation
M VERA - International Information and Engineering …, 2022 - repository.ummat.ac.id
Climate change is a global phenomenon that also causes small-scale effects. This study
aims to determine future climate changes in the Mandalika International Circuit area using …
aims to determine future climate changes in the Mandalika International Circuit area using …
A hybrid grey model to forecast the annual maximum daily rainfall
YJ Lin, PC Lee, KC Ma, CC Chiu - KSCE Journal of Civil Engineering, 2019 - Springer
This study proposes a hybrid grey model for forecasting annual maximum daily rainfall in
order to determine long-term hydrological system trends. The proposed model uses an …
order to determine long-term hydrological system trends. The proposed model uses an …
Prediction of rainfall using inverse distance weighting method and artificial neural networks in Ponnaiyar river basin
SV Samhitha, PG Srikanth - Indian Journal of Scientific Research, 2017 - go.gale.com
Rainfall is the key parameter in cultivation and climatic elements, which decides the
production of the crop and also a significant parameter for farmers. This paper discuss the …
production of the crop and also a significant parameter for farmers. This paper discuss the …
[PDF][PDF] Design and implementation of the prediction model for floods and drought
NKR Obili, M MADIAJAGAN… - Chandalada and VVT …, 2020 - researchgate.net
Due to irregularities in rainfall, many areas in our country suffer from droughts and floods,
depending on surplus or less rain. Consequently, we need an algorithm that can analyze …
depending on surplus or less rain. Consequently, we need an algorithm that can analyze …