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funder_partner: University of Florida (UF)

Gridded crop modeling to simulate impacts of climate change and adaptation benefits in ACASA

Global temperatures are projected to warm between 1.5-2 degrees Celsius by the year 2050, and 2-4 degrees Celsius by 2100. This is likely to change precipitation patterns, which will impact crop yields, water availability, food security, and agricultural resilience.

To prepare for these challenges, Atlas of Climate Adaptation in South Asian Agriculture (ACASA) uses process-based simulation models that can predict crop growth, development, and yield in order to understand the response of crops to climate change. Models such as Decision Support System for Agrotechnology Transfer (DSSAT), InfoCrop, and Agricultural Production Systems Simulator (APSIM) facilitate the field scale study of the biophysical and biochemical processes of crops under various environmental conditions, revealing how they are affected by changing weather patterns.

The ACASA team, along with experts from Columbia University and the University of Florida, met for a three-day workshop in January 2024 to boost the work on spatial crop modeling. The aim was to design a modeling protocol through a hands-on demonstration on high-performance computers. When scientifically executed, gridded spatial crop modeling–even though complex and data-intensive–can be a great way to frame adaptation and mitigation strategies for improving food security, which is one of ACASA’s goals.

ACASA’s Spatial Crop Modelling Group meets in Colombo, Sri Lanka, January 2024. (Photo: CIMMYT)

Decisions on data

The group decided to use DSSAT, APSIM, and InfoCrop for simulating the impact of climatic risks on crops such as rice, wheat, maize, sorghum, millet, pigeon pea, chickpea, groundnut, soybean, mustard, potato, cotton, and more. They chose harmonized protocols across all three models with standard inputs, such as conducting simulations at 0.05 degrees. The model input data about weather, soil, crop varietal coefficients, and crop management are being collected and processed for model input formats at 5 kilometer (km) spatial resolution.

A Python version called DSSAT-Pythia is now available to accelerate spatial and gridded applications. The programming for implementing InfoCrop on the Pythia platform is in progress. InfoCrop has been proven in India for past yield estimations, climate change spatial impact, and adaptation assessments for 12 crops.

For other crucial modeling components, a work plan was created including developing regional crop masks, crop zones based on mega-commodity environments as defined by CGIAR, production systems, crop calendars, and irrigated areas by crop. Genetic coefficients will then be calculated from measured past values and recent benchmark data of varietal units.

With this information, several adaptation options will be simulated, including changes in planting dates, stress-tolerant varieties, irrigation, and nitrogen fertilizer (quantity, methods, and technology), residue/mulching, and conservation tillage. The team will evaluate impact and adaptation benefits on yields, water, and nitrogen-use efficiency based on the reported percentage change from the baseline data.

As the project progresses, this work will make strides towards realizing food security for the planet and increasing the resilience of smallholder farming practices.

Blog written by Anooja Thomas, University of Florida; Apurbo K Chaki, BARI, Bangladesh; Gerrit Hoogenboom, University of Florida; S Naresh Kumar, ICAR-IARI, India

Wheat blast spread globally under climate change modeled for the first time

Climate change poses a threat to yields and food security worldwide, with plant diseases as one of the main risks. An international team of researchers, surrounding professor Senthold Asseng from the Technical University of Munich (TUM), has now shown that further spread of the fungal disease wheat blast could reduce global wheat production by 13% until 2050. The result is dramatic for global food security.

With a global cultivation area of 222 million hectares and a harvest volume of 779 million tons, wheat is an essential food crop. Like all plant species, it is also struggling with diseases that are spreading more rapidly compared to a few years ago because of climate change. One of these is wheat blast. In warm and humid regions, the fungus magnaporthe oryzae has become a serious threat to wheat production since it was first observed in 1985. It initially spread from Brazil to neighboring countries. The first cases outside of South America occurred in Bangladesh in 2016 and in Zambia in 2018. Researchers from Germany, Mexico, Bangladesh, the United States, and Brazil have now modeled for the first time how wheat blast will spread in the future.

Wheat fields affected by wheat blast fungal disease in Passo Fundo, Rio Grande do Sul, Brazil. (Photo: Paulo Ernani Peres Ferreira)

Regionally up to 75% of total wheat acreage affected

According to the researchers, South America, southern Africa, and Asia will be the regions most affected by the future spread of the disease. Up to 75% of the area under wheat cultivation in Africa and South America could be at risk in the future. According to the predictions, wheat blast will also continue to spread in countries that were previously only slightly impacted, including Argentina, Zambia, and Bangladesh. The fungus is also penetrating countries that were previously untouched. These include Uruguay, Central America, the southeastern US, East Africa, India, and eastern Australia. According to the model, the risk is low in Europe and East Asia—with the exception of Italy, southern France, Spain, and the warm and humid regions of southeast China. Conversely, where climate change leads to drier conditions with more frequent periods of heat above 35 °C, the risk of wheat blast may also decrease. However, in these cases, heat stress decreases the yield potential.

Wheat fields affected by wheat blast fungal disease in Passo Fundo, Rio Grande do Sul, Brazil. (Photo: Paulo Ernani Peres Ferreira)

Dramatic yield losses call for adapted management

The affected regions are among the areas most severely impacted by the direct consequences of climate change. Food insecurity is already a significant challenge in these areas and the demand for wheat continues to rise, especially in urban areas. In many regions, farmers will have to switch to more robust crops to avoid crop failures and financial losses. In the midwest of Brazil, for example, wheat is increasingly being replaced by maize. Another important strategy against future yield losses is breeding resistant wheat varieties. CIMMYT in collaboration with NARs partners have released several wheat blast-resistant varieties which have been helpful in mitigating the effect of wheat blast. With the right sowing date, wheat blast-promoting conditions can be avoided during the ear emergence phase. Combined with other measures, this has proven to be successful. In more specific terms, this means avoiding early sowing in central Brazil and late sowing in Bangladesh.

First study on yield losses due to wheat blast

Previous studies on yield changes due to climate change mainly considered the direct effects of climate change such as rising temperatures, changing precipitation patterns, and increased CO2 emissions in the atmosphere. Studies on fungal diseases have so far ignored wheat blast. For their study, the researchers focused on the influence of wheat blast on production by combining a simulation model for wheat growth and yield with a newly developed wheat blast model. Environmental conditions such as the weather are thus included in the calculations, as is data on plant growth. In this way, the scientists are modeling the disease pressure in the particularly sensitive phase when the ear matures. The study focused on the influence of wheat blast on production. Other consequences of climate change could further reduce yields.

Read the full article.

Further information:

The study was conducted by researchers from:

  • CIMMYT (Mexico and Bangladesh)
  • Technical University of Munich (Germany)
  • University of Florida (United States)
  • Brazilian Agricultural Research Corporation (Brazil)
  • International Fertilizer Development Center (United States)
  • International Food Policy Research Institute (United States)

Atlas of Climate Adaptation in South Asian Agriculture (ACASA)

About ACASA

Increasing climatic risks make it imperative to identify spatial and temporal risks that are likely to impact agriculture. Adaptation options are thus needed to mitigate the negative impacts. Considering this, with support from the Bill & Melinda Gates Foundation (BMGF), the Borlaug Institute for South Asia (BISA) is working with national agriculture research systems in South Asia to develop the Atlas of Climate Adaptation in South Asian Agriculture (ACASA).

This comprehensive Atlas aims to provide granular-scale information for South Asian countries at the village scale by integrating various spatially explicit data sets together. It covers climate hazards, and the exposure of smallholder populations, farms, and crop and livestock enterprises to hazards. It will also look into the vulnerability of these populations to climatic risks, impacts on critical commodities in the region, and evidence of the effectiveness of different climate adaptation interventions.

The ACASA offers a unique set of tools that can facilitate improved investment targeting and priority setting, and support stakeholders’ decision-making and investments in agricultural technologies, climate information services, and policies. The intended beneficiaries of this Atlas include governments, insurance and agri-food industries, international and national donors, and adaptation-focused entities.

Driven by science and data, explore ACASA’s approach to safeguard South Asian Agriculture

P. Malathy, Director General of Agriculture, Department of Agriculture, Sri Lanka, delivering keynote address during ACASA Project Inception Meeting.

ACASA Objectives

  1. Increase the quality, availability, and utility of data and evidence.
  2. Improve climate adaptive capacity of agricultural systems and guide stakeholders on location-specific adaptation options, including gender-informed technologies, practices, and climate information services to address risks.
  3. Increase the resilience of small-scale producers to climate variability and change.

ACASA Workstreams

Climate Risk Assessment

Gridded risk analysis using historical crop yield data and satellite signatures; indicators of current and future hazards, exposure, and vulnerabilities.

 Assessment of Climate Impact on Commodities

Climate impact on commodities under current and future climate

 Portfolio of Adaptation Options

Decision trees, crop/livestock models, statistical and econometric models, and expert consultations

 UI/UX Development

An open-source, web-enabled, interactive, and dynamic Atlas development

 Capacity Strengthening of Stakeholders

Training materials, tools, tutorials, and country/regional level workshops

ACASA Advisory Panel

The advisory panel established under ACASA will identify potential users, use cases in different countries, and guide and review Atlas’ progress. The constituted panel will have the scientific advisory committee (SAC) and South Asia’s country team leaders, who will be instrumental in hosting and adapting the Atlas. Explore the dynamic team of ACASA’s advisory panel.

Reports

ACASA Project Inception Report

To discuss ACASA and its development, a 3-day inception meeting was held in Delhi, India, from 25th to 27th April 2023, marked by 70 distinguished guests from Nepal, Sri Lanka, Bangladesh, and India discussing the various aspects of Atlas. The inception meeting provided some valuable recommendations/highlights that will be instrumental in building the Atlas.

ACASA Use Case Report

The ACASA project places significant importance on the practical applications of the Atlas. Various stakeholders could utilise Atlas to enhance investment in agricultural adaptation technologies and climate information services. Drawing from the diverse perspectives of the panellists during the inception meeting, a consolidated report was prepared on how ACASA team and its partners will be prioritising and developing use cases based on geographical and thematic considerations.

 

 

 

 

 

 

A less risky business

A maize farmer in southern Ethiopia. (Photo: <a href="https://flic.kr/p/2hp5uoS">S. Samuel/CCAFS</a>)
A maize farmer in southern Ethiopia. (Photo: S. Samuel/CCAFS)

Because of unpredictable climate conditions, agricultural production in Ethiopia faces uncertainties during both the growing and harvesting seasons. The risk and uncertainty are bigger for smallholder farmers, as they can’t protect themselves from climate-related asset losses. Access to insurance schemes, climate information and other tools could help to minimize climate risks for smallholder farmers.

A new collaborative project launched in Ethiopia aims to reduce agricultural investment risk. The Capacitating African Stakeholders with Climate Advisories and Insurance Development (CASCAID-II) project builds on learnings from the CASCAID-I project in West Africa. It will target Ethiopia, Ghana and Senegal, focusing not only on smallholder farmers but on the food value chain as a whole. In a context of increasing integration of farmers into urban markets, the project will improve agricultural productivity, food security and profitability of agricultural enterprises.

The International Maize and Wheat Improvement Center (CIMMYT) will partner with the International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) and the University of Florida, with the support of the CGIAR research program on Climate Change, Agriculture and Food Security (CCAFS).

Kindie Tesfaye, CIMMYT, presents an overview of climate services in Ethiopia. (Photo: Simret Yasabu /CIMMYT)
Kindie Tesfaye, CIMMYT, presents an overview of climate services in Ethiopia. (Photo: Simret Yasabu /CIMMYT)

Physical and digital tools across the value chain

In October 2019, thirty partners gathered for the CASCAID-II project launch and meeting in Addis Ababa, Ethiopia. They agreed on the project goals, a set of priority research questions and a schedule of activities for the next two years.

Partners also reviewed the tools that could be used to deliver climate advisories and agricultural insurance products, ensuring that all the actors in the value chain are engaged from the start. Team members aim to embed services in existing physical and digital (“phygital”) data infrastructures and to collect user feedback, so performance can be improved. Users will be segmented according to advanced socioeconomic and agro-ecological factors, so they can be targeted more efficiently with appropriate services and climate-smart agriculture options. The project will draw on real-time and multi-scale yield forecasting for better preparedness and decision-making.

Project partners agreed to start with the CCAFS Regional Agricultural Forecasting Tool (CRAFT) for sub-national yield forecasting in Ethiopia and to develop climate advisories and insurance services in line with the needs of the Ministry of Agriculture.

Participants of the launch of the digital agro-climate advisory platform gather for a group photo. (Photo: Semu Yemane/EIAR)
Participants of the launch of the digital agro-climate advisory platform gather for a group photo. (Photo: Semu Yemane/EIAR)

Precise data from scientists to farmers

In a related development, Ethiopia recently launched a digital agro-climate advisory platform, which offers great potential to improve farmers’ management of climate-induced risks, facilitate technology adoption and improve livelihoods.

Speaking at the platform’s launch ceremony, Eyasu Abraha, advisor to the Minister of Agriculture, thanked development partners for supporting the establishment of the platform in the timely move towards digitalization and use of precise data.

The platform incorporates location-specific climate information, as well as soil- and crop-specific best-bet agronomic management recommendations for farmers, development agents and extension officers. It automates crop-climate modeling and uses technologies such as text messaging, interactive voice response (IVRS) and smartphone apps for dissemination.

Warmer night temperatures reduce wheat yields in Mexico, scientists say

As many regions worldwide baked under some of the most persistent heatwaves on record, scientists at a major conference in Canada shared data on the impact of spiraling temperatures on wheat.

In the Sonora desert in northwestern Mexico, nighttime temperatures varied 4.4 degrees Celsius between 1981 and 2018, research from the International Maize and Wheat Improvement Center (CIMMYT) shows. Across the world in Siberia, nighttime temperatures rose 2 degrees Celsius between 1988 and 2015, according to Vladimir Shamanin, a professor at Russia’s Omsk State Agrarian University who conducts research with the Kazakhstan-Siberia Network on Spring Wheat Improvement.

“Although field trials across some of the hottest wheat growing environments worldwide have demonstrated that yield losses are in general associated with an increase in average temperatures, minimum temperatures at night — not maximum temperatures — are actually determining the yield loss,” said Gemma Molero, the wheat physiologist at CIMMYT who conducted the research in Sonora, in collaboration with colleague Ivan Ortiz-Monasterio.

“Of the water taken up by the roots, 95% is lost from leaves via transpiration and from this, an average of 12% of the water is lost during the night. One focus of genetic improvement for yield and water-use efficiency for the plant should be to identify traits for adaptation to higher night temperatures,” Molero said, adding that nocturnal transpiration may lead to reductions of up to 50% of available soil moisture in some regions.

Wheat fields at CIMMYT's experimental station near Ciudad ObregĂłn, Sonora, Mexico. (Photo: M. Ellis/CIMMYT)
Wheat fields at CIMMYT’s experimental station near Ciudad ObregĂłn, Sonora, Mexico. (Photo: M. Ellis/CIMMYT)

Climate challenge

The Intergovernmental Panel on Climate Change (IPCC) reported in October that temperatures may become an average of 1.5 degrees Celsius warmer in the next 11 years. A new IPCC analysis on climate change and land use due for release this week, urges a shift toward reducing meat in diets to help reduce agriculture-related emissions from livestock. Diets could be built around coarse grains, pulses, nuts and seeds instead.

Scientists attending the International Wheat Congress in Saskatoon, the city at the heart of Canada’s western wheat growing province of Saskatchewan, agreed that a major challenge is to develop more nutritious wheat varieties that can produce bigger yields in hotter temperatures.

CIMMYT wheat physiologist Gemma Molero presents at the International Wheat Congress. (Photo: Marcia MacNeil/CIMMYT)
CIMMYT wheat physiologist Gemma Molero presents at the International Wheat Congress. (Photo: Marcia MacNeil/CIMMYT)

As a staple crop, wheat provides 20% of all human calories consumed worldwide. It is the main source of protein for 2.5 billion people in the Global South. Crop system modeler Senthold Asseng, a professor at the University of Florida and a member of the International Wheat Yield Partnership, was involved in an extensive study  in China, India, France, Russia and the United States, which demonstrated that for each degree Celsius in temperature increase, yields decline by 6%, putting food security at risk.

Wheat yields in South Asia could be cut in half due to chronically high temperatures, Molero said. Research conducted by the University of New South Wales, published in Environmental Research Letters also demonstrates that changes in climate accounted for 20 to 49% of yield fluctuations in various crops, including spring wheat. Hot and cold temperature extremes, drought and heavy precipitation accounted for 18 to 4% of the variations.

At CIMMYT, wheat breeders advocate a comprehensive approach that combines conventional, physiological and molecular breeding techniques, as well as good crop management practices that can ameliorate heat shocks. New breeding technologies are making use of wheat landraces and wild grass relatives to add stress adaptive traits into modern wheat – innovative approaches that have led to new heat tolerant varieties being grown by farmers in warmer regions of Pakistan, for example.

More than 800 global experts gathered at the first International Wheat Congress in Saskatoon, Canada, to strategize on ways to meet projected nutritional needs of 60% more people by 2050. (Photo: Matthew Hayes/Cornell University)
More than 800 global experts gathered at the first International Wheat Congress in Saskatoon, Canada, to strategize on ways to meet projected nutritional needs of 60% more people by 2050. (Photo: Matthew Hayes/Cornell University)

Collaborative effort

Matthew Reynolds, a distinguished scientist at CIMMYT, is joint founder of the Heat and Drought Wheat Improvement Consortium (HeDWIC), a coalition of hundreds of scientists and stakeholders from over 30 countries.

“HeDWIC is a pre-breeding program that aims to deliver genetically diverse advanced lines through use of shared germplasm and other technologies,” Reynolds said in Saskatoon. “It’s a knowledge-sharing and training mechanism, and a platform to deliver proofs of concept related to new technologies for adapting wheat to a range of heat and drought stress profiles.”

Aims include reaching agreement across borders and institutions on the most promising research areas to achieve climate resilience, arranging trait research into a rational framework, facilitating translational research and developing a bioinformatics cyber-infrastructure, he said, adding that attracting multi-year funding for international collaborations remains a challenge.

Nitrogen traits

Another area of climate research at CIMMYT involves the development of an affordable alternative to the use of nitrogen fertilizers to reduce planet-warming greenhouse gas emissions. In certain plants, a trait known as biological nitrification inhibition (BNI) allows them to suppress the loss of nitrogen from the soil, improving the efficiency of nitrogen uptake and use by themselves and other plants.

CIMMYT's director general Martin Kropff speaks at a session of the International Wheat Congress. (Photo: Matthew Hayes/Cornell University)
CIMMYT’s director general Martin Kropff speaks at a session of the International Wheat Congress. (Photo: Matthew Hayes/Cornell University)

Scientists with the BNI research consortium, which includes Japan’s International Research Center for Agricultural Sciences (JIRCAS), propose transferring the BNI trait from those plants to critical food and feed crops, such as wheat, sorghum and Brachiaria range grasses.

“Every year, nearly a fifth of the world’s fertilizer is used to grow wheat, yet the crop only uses about 30% of the nitrogen applied, in terms of biomass and harvested grains,” said Victor Kommerell, program manager for the multi-partner CGIAR Research Programs (CRP) on Wheat and Maize led by the International Maize and Wheat Improvement Center.

“BNI has the potential to turn wheat into a highly nitrogen-efficient crop: farmers could save money on fertilizers, and nitrous oxide emissions from wheat farming could be reduced by 30%.”

Excluding changes in land use such as deforestation, annual greenhouse gas emissions from agriculture each year are equivalent to 11% of all emissions from human activities. About 70% of nitrogen applied to crops in fertilizers is either washed away or becomes nitrous oxide, a greenhouse gas 300 times more potent than carbon dioxide, according to Guntur Subbarao, a principal scientist with JIRCAS.

Hans-Joachim Braun,
Director of CIMMYT’s Global Wheat Program and the CGIAR Research Program on Wheat, speaks at the International Wheat Congress. (Photo: Marcia MacNeil/CIMMYT)

Although ruminant livestock are responsible for generating roughly half of all agricultural production emissions, BNI offers potential for reducing overall emissions, said Tim Searchinger, senior fellow at the World Resources Institute and technical director of a new report titled “Creating a Sustainable Food Future: A Menu of Solutions to Feed Nearly 10 Billion People by 2050.”

To exploit this roots-based characteristic, breeders would have to breed this trait into plants, said Searchinger, who presented key findings of the report in Saskatoon, adding that governments and research agencies should increase research funding.

Other climate change mitigation efforts must include revitalizing degraded soils, which affect about a quarter of the planet’s cropland, to help boost crop yields. Conservation agriculture techniques involve retaining crop residues on fields instead of burning and clearing. Direct seeding into soil-with-residue and agroforestry also can play a key role.