In agricultural study, the timings of phenological events, such as bud-bursting, blooming and fruiting, are considered to be mainly influenced by climate variables, especially accumulative daily average temperatures. We developed a stochastic process-based regression model to study the complicated relationship between phenological events and climate variables, and to predict the future phenological events. Compared with the traditional Cox model, the newly developed model is more efficient by using all available time-dependent covariate information, and is suitable for making predictions. Compared with parametric proportional hazards model, this model is less restrictive on assumptions, and fitting of this model to data is computationally s...
Premise of the studyPredicting the flowering times of angiosperm taxa is a goal of mounting importan...
Phenological investigation can provide valuable insights into the ecological effects of climate chan...
Timing of phenological events are highly related to climate and is one of the first signs of ecosyst...
Phenology, the study of the association between biological development stages and variations in clim...
This paper presents an approach to phenology, one based on the use of a method developed by the auth...
International audienceMany phenology models have been developed to explain historical trends in plan...
1) Changes in the timing of life‐history events (phenology) are a widespread consequence of climate ...
Purpose In support of science and society, the USA National Phenology Network (USA-NPN) maintains a ...
Twenty provisional multiple-regression models based on a small data set are presented to account for...
In support of science and society, the USA National Phenology Network (USA-NPN) maintains a rapidly ...
International audienceThe phenology of plants is a major driver of agro-ecosystem processes and bios...
In boreal and temperate trees, air temperature is a major environmental factor regulating the timing...
Erworben im Rahmen der Schweizer Nationallizenzen (http://www.nationallizenzen.ch)It is known from m...
Time-to-event methods have been proposed in the agricultural sciences, as one of the most suitable o...
Long-term series of temperature and apple flowering date were set up for seven climate-contrasting l...
Premise of the studyPredicting the flowering times of angiosperm taxa is a goal of mounting importan...
Phenological investigation can provide valuable insights into the ecological effects of climate chan...
Timing of phenological events are highly related to climate and is one of the first signs of ecosyst...
Phenology, the study of the association between biological development stages and variations in clim...
This paper presents an approach to phenology, one based on the use of a method developed by the auth...
International audienceMany phenology models have been developed to explain historical trends in plan...
1) Changes in the timing of life‐history events (phenology) are a widespread consequence of climate ...
Purpose In support of science and society, the USA National Phenology Network (USA-NPN) maintains a ...
Twenty provisional multiple-regression models based on a small data set are presented to account for...
In support of science and society, the USA National Phenology Network (USA-NPN) maintains a rapidly ...
International audienceThe phenology of plants is a major driver of agro-ecosystem processes and bios...
In boreal and temperate trees, air temperature is a major environmental factor regulating the timing...
Erworben im Rahmen der Schweizer Nationallizenzen (http://www.nationallizenzen.ch)It is known from m...
Time-to-event methods have been proposed in the agricultural sciences, as one of the most suitable o...
Long-term series of temperature and apple flowering date were set up for seven climate-contrasting l...
Premise of the studyPredicting the flowering times of angiosperm taxa is a goal of mounting importan...
Phenological investigation can provide valuable insights into the ecological effects of climate chan...
Timing of phenological events are highly related to climate and is one of the first signs of ecosyst...