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Research Detail

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Jayanta Kumar Basak
Research Associate, Economic Policy Unit, Unnayan Onneshan-The Innovators, 16/2, Indira Road, Farmgate, Dhaka - 1215, Bangladesh

Impact of climate change on development phases of rice is one of the major concern issues due to yield reduction. In the present study, development phases of winter rice (boro rice) of BR3 and BR14 varieties for the years 2008, 2030, 2050 and 2070 have been simulated for 12 major rice growing Agro-Ecological Zones (AEZs) of Bangladesh using DSSAT model. Available data on soil and hydrologic characteristics of these locations, and typical crop management practices for boro rice were used. The weather data required for the model were generated for the selected years and for the selected locations using the regional climate model PRECIS. Compared to 2008, the model predicted average reductions in development phases in days of BR3 variety for the selected 12 locations were 1 in Emergence (E) to End Juvenile (EJ) phase, 1 in Panicle Inition (PI) to End Leaf Growth (ELG) and 1 in Grain Filling Phase (GFP) phase during 2030; 4 in E to EJ, 1 in EJ to PI, 3 in PI to ELG and 2 GFP phase for the year 2050 and 7 in E to EJ, 3 in EJ to PI, 5 in PI to ELG and 3 GFP in 2070. Similar results were also found for BR14 variety for the selected locations in Bangladesh. Therefore, developing new rice varieties with considering climatic adaptive, proper growing period should be maintained.

  Climate change, Boro rice, Bangladesh, Development phases, DSSAT model.
  Twelve Agro-Ecological Zones (AEZs) of Bangladesh
  
  
  Variety and Species
  Climate change

Future climate scenarios, including daily maximum and minimum temperatures, precipitation and solar radiation, for selected AEZs of Bangladesh have been generated. The development phases of two boro varieties (BR3 and BR14) have been simulated in the present study for the years 2008, 2030, 2050 and 2070, using the DSSAT modeling system.

Selection of Simulation Locations Twelve Agro-Ecological Zones (AEZs) of Bangladesh were selected among the major rice growing areas in different regions of Bangladesh to predict development phases of two boro varieties BR3 and BR14 for the years 2008, 2030, 2050 and 2070. For this study, Rajshahi (AEZ-11), Bogra (AEZ-25) and Dinajpur (AEZ-27) were selected from northwestern region; Mymensingh (AEZ-9) and Tangail (AEZ-15) were selected from central region; Jessore (AEZ-14) and Satkhira (AEZ-13) from southwestern region; Barisal (AEZ-18) and Madaripur (AEZ-12) from southern region; Chandpur (AEZ-19) and Comilla (AEZ-19) from southeastern region; and Sylhet (AEZ-20) from eastern region. 2.2 Crop Model DSSAT modeling system is an advanced physiologically-based rice crop growth simulation model and has been widely applied to understanding the relationship between rice yield, development phases and its environment (Basak 2009). The model estimates rice yield of irrigated and non-irrigated rice, determines duration of growth stages, dry matter production and partitioning, root system dynamics, effect of soil water and soil nitrogen contents on photosynthesis, carbon balance and water balance. Ritchie et al. (1987) and Hoogenboom et al. (2003) have provided a detailed description of the model. In the present study, the Introductory Crop Simulation (ICSim) of DSSAT modeling system was used for all simulations for predicting development phases of the selected two varieties rice. 2.3 Selection of Rice Variety In predicting crop growth (development phases), DSSAT model takes into effect of weather, crop management, genetics, and soil water, C and N. The model uses a detailed set of crop specific genetic coefficients, which allows the model to respond to diverse weather and management conditions. Therefore, in order to get reliable results from model simulations, it is necessary to have the appropriate genetic coefficients for the selected cultivars (Basak 2009). The two boro rice varieties BR3 and BR14 were selected in the present study because genetic coefficients for these varieties are available in the DSSAT modeling system. Although these varieties are not widely used at present time, the effects of climate change and variability on these varieties provide insights into possible impact of climate change on development phases of boro rice in the future. 2.4 Soil and Crop Management Input The model requires a quite detailed set of input data on soil and hydrologic characteristics (i.e., pedological and hydrological data), and crop management. Soil characteristics include soil texture, number of layers in soil profile, soil layer depth, pH of soil for each depth, clay, silt and sand contents, organic matter, cation exchange capacity, etc were used as a input data for this model (Basak 2009). Required data on soil and hydrologic characteristics for the selected locations (districts) were collected from Bangladesh Rice Research Institute (BRRI, The model required crop management data (i.e., agronomic data) which are planting date, planting density, row spacing, planting depth, irrigation amount and frequency, fertilizer application dates and amounts. The major crop management input data used in all model simulations in the current study are given in Table 3; these represent typical practices (BRRI, 2006 and Rashid, 2008) in Bangladesh. Using these inputs, the average (of 12 locations) yields of BR3 and BR14 for the year 2008, estimated by the model, were about 5500 kg ha-1 and 4050 kg ha-1, respectively (Basak et al. 2009); these values are close to the reported yields of these varieties (BRRI 2006). These crop management inputs were subsequently used in all model simulations under the predicted weather scenarios for the years 2008, 2030, 2050 and 2070. It should be noted that the DSSAT model does not count the water required for preparation of land before transplanting (which usually varies from 200 to 300 mm, depending on soil and weather condition). 2.5 Weather data A regional climate model named Providing Regional Climate for Impacts Studies (PRECIS) was used to generate daily weather data needed for running the DSSAT model. The special report on emission scenarios (SRES) A2 of ECHAM4 has been used as PRECIS input. In this study PRECIS runs with 50-km horizontal resolution for the present climate (2008) using baseline lateral boundary conditions (LBCs). The model domain was selected 65–103°E and 6–35°N to cover Bangladesh and its surrounding areas. In the next step, PRECIS run was completed for the year 2030, 2050 and 2070 using ECHAM 4 SRES A2 as the model input. The PRECIS outputs that were used in the DSSAT model include daily maximum temperature (Tmax), daily minimum temperature (Tmin), daily incoming solar radiation (Srad), and daily rainfall.

  International Journal of Environmental Sciences Volume 2 No.3, 2012 ISSN 0976 – 4402
  doi:10.6088/ijes.00202030062
Funding Source:
1.   Budget:  
  

Even though BR3 and BR14 rice varieties are not widely used currently, the model simulations carried out in this study provide useful insight into the possible effects of climate change on development phases of boro rice. The growth of development phases and yield of rice are directly related to the rate of photosynthesis and phenology and their response to temperature, solar radiation and rainfall. Increased temperatures during the growing season cause grain sterility as well as reduce rice yield significantly. Very high temperatures, sometimes exceeding 350C, have been predicted, especially for the years 2050 and 2070, due to climate change. Although there are significant uncertainties in the predicted climate parameters, the crop model simulation results suggest that if climate change causes significant increase in temperatures, this may in turn cause significant reduction in development phases which is one of the main causes of yield reduction. The model simulations also suggest that changes in rainfall and solar radiation pattern may also adversely affect on development phases of rice growth. In order to assess the effect of climate change on the rice varieties currently being grown in Bangladesh, it is necessary to find out their genetic coefficients through carefully controlled experiments. It is also necessary to develop high temperature-resistant rice varieties and modify management practices to offset the adverse effects of climate change with considering proper growing period. Modeling tools, such as the DSSAT modeling system, could be very useful in assessing possible impacts of climate change and management practices on yield and development phases of rice. The predicted values of temperature and rainfall used in the present study are not calibrated on daily scale. Uncertainty in assessing possible impacts of climate change may also be reduced using high resolution climate model outputs with ensembles and calibrated outputs.

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