Marcos Roberto Benso
@marcosbenso.bsky.social
Professor of Data Science for Biosystems Engineering at USP Esalq in Brazil
Interested in climate smart farming
Brazilian 🇧🇷
#datascience #machinelearning #climatechange #climaterisk #Hydrology
Interested in climate smart farming
Brazilian 🇧🇷
#datascience #machinelearning #climatechange #climaterisk #Hydrology
Pinned
A data-driven framework for assessing climatic impact drivers in the context of food security
Abstract. Understanding how physical climate-related hazards affect food production requires transforming climate data into relevant information for regional risk assessment. Data-driven methods can b...
nhess.copernicus.org
Machine learning can help to understand the most important climate-impact drivers for crop yield loss. In this study, we unveil the potential of explainable machine learning to predict losses and understand their cause. nhess.copernicus.org/articles/25/...
Reposted by Marcos Roberto Benso
A USP oferece um curso on-line de "Estatística e Otimização para Ciência de Dados", com início em 16 de agosto. Inscrições até 10 de agosto pelo Sistema Apolo
Curso une estatística e otimização para ciência de dados e pesquisa operacional
Com 450 vagas disponíveis e bolsas para até 10% dos participantes, curso promovido pelo Instituto de Ciências Matemáticas e de Computação da USP tem inscrições abertas até o dia 10 de agosto
jornal.usp.br
July 30, 2025 at 10:02 AM
A USP oferece um curso on-line de "Estatística e Otimização para Ciência de Dados", com início em 16 de agosto. Inscrições até 10 de agosto pelo Sistema Apolo
Reposted by Marcos Roberto Benso
Improved assessment of climate risks for agriculture
AgMIP Blog Post on our Nature Food paper led by Yean-Uk Kim and Heidi Webber and with Alex Ruane
agmip.org/improved-ass...
Paper doi.org/10.1038/s430... Free Access : rdcu.be/elbbg
AgMIP Blog Post on our Nature Food paper led by Yean-Uk Kim and Heidi Webber and with Alex Ruane
agmip.org/improved-ass...
Paper doi.org/10.1038/s430... Free Access : rdcu.be/elbbg
July 12, 2025 at 6:39 AM
Improved assessment of climate risks for agriculture
AgMIP Blog Post on our Nature Food paper led by Yean-Uk Kim and Heidi Webber and with Alex Ruane
agmip.org/improved-ass...
Paper doi.org/10.1038/s430... Free Access : rdcu.be/elbbg
AgMIP Blog Post on our Nature Food paper led by Yean-Uk Kim and Heidi Webber and with Alex Ruane
agmip.org/improved-ass...
Paper doi.org/10.1038/s430... Free Access : rdcu.be/elbbg
Congratulations to the authors of the paper entitled Classification and trends in intermittent river flow regimes in Australia, northwestern Europe and USA: A global perspective awarded as the best paper by the Stahy @iahs-aish.bsky.social comission
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
Classification and trends in intermittent river flow regimes in Australia, northwestern Europe and USA: A global perspective
This study examines the spatial and temporal variability of flow intermittence over the period 1970–2018 across four countries (Australia, France, UK …
www.sciencedirect.com
July 2, 2025 at 10:04 PM
Congratulations to the authors of the paper entitled Classification and trends in intermittent river flow regimes in Australia, northwestern Europe and USA: A global perspective awarded as the best paper by the Stahy @iahs-aish.bsky.social comission
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
Reposted by Marcos Roberto Benso
Our latest paper "Optimizing mangrove afforestation site selection in gulf cooperation council nations using remote sensing and machine learning"
is out in Science of the Total Environment. Read here: www.sciencedirect.com/science/arti...
is out in Science of the Total Environment. Read here: www.sciencedirect.com/science/arti...
Optimizing mangrove afforestation site selection in gulf cooperation council nations using remote sensing and machine learning
Mangrove forests are vulnerable coastal ecosystems that provide multiple ecosystem services and act as blue carbon sinks. Mangroves in the Gulf Cooper…
www.sciencedirect.com
June 5, 2025 at 4:02 PM
Our latest paper "Optimizing mangrove afforestation site selection in gulf cooperation council nations using remote sensing and machine learning"
is out in Science of the Total Environment. Read here: www.sciencedirect.com/science/arti...
is out in Science of the Total Environment. Read here: www.sciencedirect.com/science/arti...
Reposted by Marcos Roberto Benso
March 2025 Top 40 New CRAN Packages
"In March, one hundred eighty-two new packages made it to CRAN. Here are my Top 40 picks in sixteen categories: Agriculture, Archaeology, Biology, Climate Modeling, Computational Methods, Data, Ecology, Epidemiology, Genomics, Machine Learning, M...
Conti..."
"In March, one hundred eighty-two new packages made it to CRAN. Here are my Top 40 picks in sixteen categories: Agriculture, Archaeology, Biology, Climate Modeling, Computational Methods, Data, Ecology, Epidemiology, Genomics, Machine Learning, M...
Conti..."
May 1, 2025 at 1:55 AM
March 2025 Top 40 New CRAN Packages
"In March, one hundred eighty-two new packages made it to CRAN. Here are my Top 40 picks in sixteen categories: Agriculture, Archaeology, Biology, Climate Modeling, Computational Methods, Data, Ecology, Epidemiology, Genomics, Machine Learning, M...
Conti..."
"In March, one hundred eighty-two new packages made it to CRAN. Here are my Top 40 picks in sixteen categories: Agriculture, Archaeology, Biology, Climate Modeling, Computational Methods, Data, Ecology, Epidemiology, Genomics, Machine Learning, M...
Conti..."
Machine learning can help to understand the most important climate-impact drivers for crop yield loss. In this study, we unveil the potential of explainable machine learning to predict losses and understand their cause. nhess.copernicus.org/articles/25/...
A data-driven framework for assessing climatic impact drivers in the context of food security
Abstract. Understanding how physical climate-related hazards affect food production requires transforming climate data into relevant information for regional risk assessment. Data-driven methods can b...
nhess.copernicus.org
June 10, 2025 at 11:57 AM
Machine learning can help to understand the most important climate-impact drivers for crop yield loss. In this study, we unveil the potential of explainable machine learning to predict losses and understand their cause. nhess.copernicus.org/articles/25/...
Reposted by Marcos Roberto Benso
🚨🌊 #FloodRisk labels for houses? A thread 🧵
Danish experts are proposing a new flood risk label for houses, similar to energy labels. This could revolutionize how we understand and prepare for flood risks.
tl;dr 👉 I support this initiative 💯.
Image: M. F. Christensen (DR); #dkgreen
Danish experts are proposing a new flood risk label for houses, similar to energy labels. This could revolutionize how we understand and prepare for flood risks.
tl;dr 👉 I support this initiative 💯.
Image: M. F. Christensen (DR); #dkgreen
January 15, 2025 at 8:59 AM
🚨🌊 #FloodRisk labels for houses? A thread 🧵
Danish experts are proposing a new flood risk label for houses, similar to energy labels. This could revolutionize how we understand and prepare for flood risks.
tl;dr 👉 I support this initiative 💯.
Image: M. F. Christensen (DR); #dkgreen
Danish experts are proposing a new flood risk label for houses, similar to energy labels. This could revolutionize how we understand and prepare for flood risks.
tl;dr 👉 I support this initiative 💯.
Image: M. F. Christensen (DR); #dkgreen
Reposted by Marcos Roberto Benso
Congratulations to Jakub, Henriette and all collaborators! (Is the Stegmann lab on bluesky yet?)
#PlantScience
www.nature.com/articles/s41...
#PlantScience
www.nature.com/articles/s41...
CEP signaling coordinates plant immunity with nitrogen status
Nature Communications - Rzemieniewski et al. demonstrated that Arabidopsis thaliana CEPs regulate immunity via three CEP receptors with distinct expression patterns and ligand specificities. CEPs...
www.nature.com
December 17, 2024 at 12:40 PM
Congratulations to Jakub, Henriette and all collaborators! (Is the Stegmann lab on bluesky yet?)
#PlantScience
www.nature.com/articles/s41...
#PlantScience
www.nature.com/articles/s41...
Are you in for an exciting and diverse space for discussing flood risk?
I'm all in for the next icfm10.com that will take place in London/Ontario - Canada. The call for abstracts is getting to an end next week. The deadline is on December 15th.
I'm all in for the next icfm10.com that will take place in London/Ontario - Canada. The call for abstracts is getting to an end next week. The deadline is on December 15th.
Home | 10th International Conference on Flood Management (ICFM10)
icfm10.com
December 9, 2024 at 6:41 PM
Are you in for an exciting and diverse space for discussing flood risk?
I'm all in for the next icfm10.com that will take place in London/Ontario - Canada. The call for abstracts is getting to an end next week. The deadline is on December 15th.
I'm all in for the next icfm10.com that will take place in London/Ontario - Canada. The call for abstracts is getting to an end next week. The deadline is on December 15th.
Reposted by Marcos Roberto Benso
🔴 ATENÇÃO - ALERTA | Chuva volumosa prossegue e vai agravar situação no Sul do Brasil. Paraná é o estado de maior risco.
Chuva volumosa continua e vai agravar situação no Sul do Brasil
Chuva persiste neste começo de semana com altos volumes em algumas áreas e trará mais inundações e deslizamentos de terra,
metsul.com
December 8, 2024 at 3:34 PM
🔴 ATENÇÃO - ALERTA | Chuva volumosa prossegue e vai agravar situação no Sul do Brasil. Paraná é o estado de maior risco.
I had an amazing opportunity to share the results of my ongoing research on #machinelearning for #flood susceptibility mapping in the IAHS conference in Florianópolis (Brazil). I hope to share this findings in a paper soon.. Do you have any indication of a good journal?
November 22, 2024 at 1:02 PM
I had an amazing opportunity to share the results of my ongoing research on #machinelearning for #flood susceptibility mapping in the IAHS conference in Florianópolis (Brazil). I hope to share this findings in a paper soon.. Do you have any indication of a good journal?
Wow.. I can't believe my name was included in this started pack!! Thank you @niklasjordan.com!!!
Attention flood risk experts! 🌊🏘️
I've put together a starter pack for our community. Join us to share insights, discuss latest trends, and collaborate. Drop a comment if you'd like to be added.
go.bsky.app/JYooysA
#FloodRisks #Stormwater #FloodRiskManagement #Hydrology #Hydraulics
I've put together a starter pack for our community. Join us to share insights, discuss latest trends, and collaborate. Drop a comment if you'd like to be added.
go.bsky.app/JYooysA
#FloodRisks #Stormwater #FloodRiskManagement #Hydrology #Hydraulics
November 22, 2024 at 12:59 PM
Wow.. I can't believe my name was included in this started pack!! Thank you @niklasjordan.com!!!
Reposted by Marcos Roberto Benso
Attention flood risk experts! 🌊🏘️
I've put together a starter pack for our community. Join us to share insights, discuss latest trends, and collaborate. Drop a comment if you'd like to be added.
go.bsky.app/JYooysA
#FloodRisks #Stormwater #FloodRiskManagement #Hydrology #Hydraulics
I've put together a starter pack for our community. Join us to share insights, discuss latest trends, and collaborate. Drop a comment if you'd like to be added.
go.bsky.app/JYooysA
#FloodRisks #Stormwater #FloodRiskManagement #Hydrology #Hydraulics
November 22, 2024 at 10:17 AM
Attention flood risk experts! 🌊🏘️
I've put together a starter pack for our community. Join us to share insights, discuss latest trends, and collaborate. Drop a comment if you'd like to be added.
go.bsky.app/JYooysA
#FloodRisks #Stormwater #FloodRiskManagement #Hydrology #Hydraulics
I've put together a starter pack for our community. Join us to share insights, discuss latest trends, and collaborate. Drop a comment if you'd like to be added.
go.bsky.app/JYooysA
#FloodRisks #Stormwater #FloodRiskManagement #Hydrology #Hydraulics
Today I had the opportunity to share the work I've been developing in my postdoc in the Brazilian Urban Water Meeting that is happening the Recife-PE
September 17, 2024 at 3:04 PM
Today I had the opportunity to share the work I've been developing in my postdoc in the Brazilian Urban Water Meeting that is happening the Recife-PE
Reposted by Marcos Roberto Benso
🔥AVISO DE FUMAÇA | Fumaça de queimadas da Amazônia volta a atingir hoje o Sul do Brasil.
Fumaça de queimadas da Amazônia volta hoje ao Sul do Brasil
Ingresso de ar mais quente no Rio Grande do Sul com correntes de vento de Norte traz de volta a fumaça do Norte do Brasil.
metsul.com
September 3, 2024 at 9:07 AM
🔥AVISO DE FUMAÇA | Fumaça de queimadas da Amazônia volta a atingir hoje o Sul do Brasil.
This map represents the minimum daily relative humidity in Brazil today! According to WHO, RH bellow 60% is considered to be risky to humans.
September 3, 2024 at 12:56 AM
This map represents the minimum daily relative humidity in Brazil today! According to WHO, RH bellow 60% is considered to be risky to humans.
Reposted by Marcos Roberto Benso
A despoluição de rios é cara, mas traz benefícios para cidades e ecossistemas. De acordo com o professor José Scarati, é crucial identificar fontes poluentes e monitorar as águas urbanas para um tratamento eficaz
Despoluição de rios urbanos passa pela identificação da principal fonte poluidora
José Rodolfo Scarati Martins identifica dois tipos de poluição: a causada pelo esgoto e a chamada poluição difusa, que é gerada pelo transporte de resíduos e outros contaminantes pela força das...
jornal.usp.br
September 2, 2024 at 4:03 PM
A despoluição de rios é cara, mas traz benefícios para cidades e ecossistemas. De acordo com o professor José Scarati, é crucial identificar fontes poluentes e monitorar as águas urbanas para um tratamento eficaz
Reposted by Marcos Roberto Benso
🔴 ALERTA DE CLIMA | Clima extremo na Austrália em agosto antecipa o que vai ocorrer no Brasil em setembro.
Clima extremo na Austrália antecipa o que vai ocorrer no Brasil neste mês
Clima extremo com calor prolongado, muito intenso e recorde sob ar seco na Austrália em agosto é uma prévia deste setembro no Brasil,
metsul.com
September 2, 2024 at 2:48 PM
🔴 ALERTA DE CLIMA | Clima extremo na Austrália em agosto antecipa o que vai ocorrer no Brasil em setembro.
As a reader and author of papers in the #NHESS journal, I usually keep up with preprints under discussion. Recently, I found this interesting manuscript about the impact of climate extremes on crop yield losses in Germany.
egusphere.copernicus.org/preprints/20...
egusphere.copernicus.org/preprints/20...
Measuring extremes-driven direct biophysical impacts in agricultural drought damages
Abstract. Assessing the economic implications of droughts has become increasingly important due to their substantial impacts on agriculture. Existing empirical analyses for drought damages are often c...
egusphere.copernicus.org
September 2, 2024 at 1:18 PM
As a reader and author of papers in the #NHESS journal, I usually keep up with preprints under discussion. Recently, I found this interesting manuscript about the impact of climate extremes on crop yield losses in Germany.
egusphere.copernicus.org/preprints/20...
egusphere.copernicus.org/preprints/20...
Reposted by Marcos Roberto Benso
🔴 ALERTA | Tempo seco em grande parte do Brasil vai continuar com tendência de piora em algumas áreas e umidade de deserto em diversos estados.
Tempo seco vai piorar com umidade de deserto em vários estados
Massa de ar muito seco cobre grande parte do Brasil e vai persistir com persistência da baixa umidade na maioria dos estados.
metsul.com
August 31, 2024 at 9:07 PM
🔴 ALERTA | Tempo seco em grande parte do Brasil vai continuar com tendência de piora em algumas áreas e umidade de deserto em diversos estados.