Crop yield prediction using aggregated rainfall-based modular artificial neural networks and support vector regression

Comparing the Performance of Dynamical and Statistical Downscaling on Historical Run Precipitation Data over a Semi-Arid Region

(2019) Nasrin Salehnia et al.   Asia-Pacific Journal of Atmospheric Sciences

Prediction of effective climate change indicators using statistical downscaling approach and impact assessment on pearl millet ( Pennisetum glaucum L.) yield through Genetic Algorithm in Punjab, Pakistan

(2018) Asmat Ullah et al.   ECOLOGICAL INDICATORS

Can current crop models be used in the phenotyping era for predicting the genetic variability of yield of plants subjected to drought or high temperature?

(2014) Boris Parent et al.   JOURNAL OF EXPERIMENTAL BOTANY

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

(2013) Amor V.M. Ines et al.   REMOTE SENSING OF ENVIRONMENT

Efficient stabilization of crop yield prediction in the Canadian Prairies

(2011) Luke Bornn et al.   AGRICULTURAL AND FOREST METEOROLOGY

Are regional climate models relevant for crop yield prediction in West Africa?

(2011) Pascal Oettli et al.   Environmental Research Letters

A Fuzzy System Constructed by Rule Generation and Iterative Linear SVR for Antecedent and Consequent Parameter Optimization

(2011) Chia-Feng Juang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

On the use of statistical models to predict crop yield responses to climate change

(2010) David B. Lobell et al.   AGRICULTURAL AND FOREST METEOROLOGY

Climate change impact assessment: the role of climate extremes in crop yield simulation

(2010) M. Moriondo et al.   CLIMATIC CHANGE

Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques

(2010) C.L. Wu et al.   JOURNAL OF HYDROLOGY

Application of Vegetation Indices for Agricultural Crop Yield Prediction Using Neural Network Techniques

(2010) Sudhanshu Sekhar Panda et al.   Remote Sensing

Climate change impacts on crop yield, crop water productivity and food security – A review

(2009) Yinhong Kang et al.   Progress in Natural Science-Materials International

Non-linear variable selection for artificial neural networks using partial mutual information

(2008) Robert J. May et al.   ENVIRONMENTAL MODELLING & SOFTWARE

The future of biocuration

(2008) Doug Howe et al.   NATURE