Charles Djamba Pongembe

CNN-RNN Hybrid Model for Predicting Agricultural Yield from Soil Physico-Chemical Parameters

Evariste Kantshia Bakatubia, Pascaline Kizodisa Mbilankazi, Fortunat Tshimanga Mbuyi, Christian Ntumba Cinema, Charles Djamba Pongembe, Pierre Kamuina Kambayi & Pierre Kafunda Katalay · Asian Journal of Research in Computer Science · 2026

Smart agriculture represents an important challenge for food security and the sustainable optimisation of agricultural production systems. However, accurate agricultural yield prediction remains complex because of the nonlinear interactions among soil physicochemical parameters,...