Antonio Martinez-Sanchez, Lorenz Lamm, Marion Jasnin, Harold Phelippeau
Simulating the cellular context in synthetic datasets for cryo-electron tomography
IEEE transactions on medical imaging
floods extreme rainfall common climatic phenomena bangladesh farm households susceptible shocks paper assesses impact climate shocks agricultural income food security farm households bangladesh using extensive nationally representative dataset bangladesh integrated household survey 201819 including 5604 sample rural households 64 districts however research considered 24 districts representing 2131 sample farm households developing exogenous climate shock indicator based data yearbook agricultural statistics bangladesh 2018 empirical findings grounds simultaneous quantile regression reveal climate shocks substantially lower agricultural income study regions however presence primeage women 1549 home maleheaded family farmland livestock ownership household decisive factors safeguard agricultural income applying food insecurity experience scale fies descriptive statistics disclose farm households suffer various food insecurity levels considerably moderate noticeably mild tiny severe rest food security level key finding regarding ordered probit regression uncovers climate shocks significantly increase household food insecurity different levels fies words cropland damage due floods extreme rainfall reduces food security farm households study districts hand increased farm size educated households profoundly protected food insecurity study therefore recommends raising livestock complement agricultural income enhancing education would ensure households food security climateexposed areas bangladesh