Rafael Battisti

Dr. Rafael Battisti

orcid
Professor at Federal University of Goias, Brazil

Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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24 April 2015 in The Journal of Agricultural Science
Verified
Journal Article
Closed access
PDF file
PSP. C. Sentelhas
P. C. Sentelhas
RBRafael Battisti
Rafael Battisti
GCG. M. S. Câmara
G. M. S. Câmara
JFJ. R. B. Farias
J. R. B. Farias
AHA. C. Hampf
A. C. Hampf
Claas NendelClaas Nendel
Claas Nendel
SUMMARY: Brazil is one of the most important soybean producers in the world. Soybean is a very important crop for the country as it is used for several purposes, from food to biodiesel production. The levels of soybean yield in the different growing regions of the country vary substantially, which results in yield gaps of considerable magnitude. The present study aimed to investigate the soybean yield gaps in Brazil, their magnitude and causes, as well as possible solutions for a more sustainable production. The concepts of yield gaps were reviewed and their values for the soybean crop determined in 15 locations across Brazil. Yield gaps were determined using potential and attainable yields, estimated by a crop simulation model for the main maturity groups of each region, as well as the average actual famers’ yield, obtained from national surveys provided by the Brazilian Government for a period of 32 years (1980–2011). The results showed that the main part of the yield gap was caused by water deficit, followed by sub-optimal crop management. The highest yield gaps caused by water deficit were observed mainly in the south of Brazil, with gaps higher than 1600 kg/ha, whereas the lowest were observed in Tapurah, Jataí, Santana do Araguaia and Uberaba, between 500 and 1050 kg/ha. The yield gaps caused by crop management were mainly concentrated in South-central Brazil. In the soybean locations in the mid-west, north and north-east regions, the yield gap caused by crop management was 2000 kg/ha. For reducing the present soybean yield gaps observed in Brazil, several solutions should be adopted by growers, which can be summarized as irrigation, crop rotation and precision agriculture. Improved dissemination of agricultural knowledge and the use of crop simulation models as a tool for improving crop management could further contribute to reduce the Brazilian soybean yield gap.

3 January 2023 in Global Change Biology
Verified
Journal Article
Open access
Claas NendelClaas Nendel
Claas Nendel
Moritz RecklingMoritz Reckling
Moritz Reckling
PDPhilippe Debaeke
Philippe Debaeke
SSSusanne Schulz
Susanne Schulz
MBMichael Berg‐Mohnicke
Michael Berg‐Mohnicke
RBRafael Battisti
Rafael Battisti
The European Union is highly dependent on soybean imports from overseas to meet its protein demands. Individual Member States have been quick to declare self‐sufficiency targets for plant‐based proteins, but detailed strategies are still lacking. Rising global temperatures have painted an image of a bright future for soybean production in Europe, but emerging climatic risks such as drought have so far not been included in any of those outlooks. Here, we present simulations of future soybean production and the most prominent risk factors across Europe using an ensemble of climate and soybean growth models. Projections suggest a substantial increase in potential soybean production area and productivity in Central Europe, while southern European production would become increasingly dependent on supplementary irrigation. Average productivity would rise by 8.3% (RCP 4.5) to 8.7% (RCP 8.5) as a result of improved growing conditions (plant physiology benefiting from rising temperature and CO2 levels) and farmers adapting to them by using cultivars with longer phenological cycles. Suitable production area would rise by 31.4% (RCP 4.5) to 37.7% (RCP 8.5) by the mid‐century, contributing considerably more than productivity increase to the production potential for closing the protein gap in Europe. While wet conditions at harvest and incidental cold spells are the current key challenges for extending soybean production, the models and climate data analysis anticipate that drought and heat will become the dominant limitations in the future. Breeding for heat‐tolerant and water‐efficient genotypes is needed to further improve soybean adaptation to changing climatic conditions.

10 October 2022 in Nature Sustainability
Verified
Journal Article
Closed access
PDF file
FMFabio Ricardo Marin
Fabio Ricardo Marin
AZAlencar J. Zanon
Alencar J. Zanon
JMJuan P. Monzon
Juan P. Monzon
JAJosé F. Andrade
José F. Andrade
ESEvandro H. F. M. Silva
Evandro H. F. M. Silva
PGPatricio Grassini
Patricio Grassini

1 January 2017 in Field Crops Research
Verified
Journal Article
Closed access
RBRafael Battisti
Rafael Battisti
PSPaulo C. Sentelhas
Paulo C. Sentelhas
KBKenneth J. Boote
Kenneth J. Boote

7 June 2018 in International Journal of Plant Production
Verified
Journal Article
Closed access
PDF file
RBRafael Battisti
Rafael Battisti
PSPaulo Cesar Sentelhas
Paulo Cesar Sentelhas
JPJoão Augusto Lopes Pascoalino
João Augusto Lopes Pascoalino
HSHenry Sako
Henry Sako
JDJoão Paulo de Sá Dantas
João Paulo de Sá Dantas
MMMilton Ferreira Moraes
Milton Ferreira Moraes

1 July 2017 in Agronomy Journal
Verified
Journal Article
Closed access
PDF file
RBRafael Battisti
Rafael Battisti
PSPaulo C. Sentelhas
Paulo C. Sentelhas