Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …
followed by predictive breeding using statistical models for quantitative traits constructed …
[HTML][HTML] Climate change: Strategies for mitigation and adaptation
The sustainability of life on Earth is under increasing threat due to human-induced climate
change. This perilous change in the Earth's climate is caused by increases in carbon dioxide …
change. This perilous change in the Earth's climate is caused by increases in carbon dioxide …
Uniting remote sensing, crop modelling and economics for agricultural risk management
The increasing availability of satellite data at higher spatial, temporal and spectral
resolutions is enabling new applications in agriculture and economic development …
resolutions is enabling new applications in agriculture and economic development …
Silver lining to a climate crisis in multiple prospects for alleviating crop waterlogging under future climates
Extreme weather events threaten food security, yet global assessments of impacts caused
by crop waterlogging are rare. Here we first develop a paradigm that distils common stress …
by crop waterlogging are rare. Here we first develop a paradigm that distils common stress …
Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …
thereby improving plant breeding and management. Remote sensing techniques have …
Land use effects on climate: current state, recent progress, and emerging topics
J Pongratz, C Schwingshackl, S Bultan… - Current Climate Change …, 2021 - Springer
Abstract Purpose of Review As demand for food and fiber, but also for negative emissions,
brings most of the Earth's land surface under management, we aim to consolidate the …
brings most of the Earth's land surface under management, we aim to consolidate the …
Breeding crops for drought-affected environments and improved climate resilience
M Cooper, CD Messina - The Plant Cell, 2023 - academic.oup.com
Breeding climate-resilient crops with improved levels of abiotic and biotic stress resistance
as a response to climate change presents both opportunities and challenges. Applying the …
as a response to climate change presents both opportunities and challenges. Applying the …
Large potential for crop production adaptation depends on available future varieties
Climate change affects global agricultural production and threatens food security. Faster
phenological development of crops due to climate warming is one of the main drivers for …
phenological development of crops due to climate warming is one of the main drivers for …
Winter wheat yield prediction in the conterminous United States using solar-induced chlorophyll fluorescence data and XGBoost and random forest algorithm
Predicting crop yield before harvest and understanding the factors determining yield at a
regional scale is vital for global food security, supply chain management in agribusiness …
regional scale is vital for global food security, supply chain management in agribusiness …
Advances in land surface modelling
Land surface models have an increasing scope. Initially designed to capture the feedbacks
between the land and the atmosphere as part of weather and climate prediction, they are …
between the land and the atmosphere as part of weather and climate prediction, they are …