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An integrated platform and meta-learner for feature engineering machine learning analysis and modeling of DNA, RNA and protein sequence data
python 工具包 蛋白质序列
2024/5/17
一个全面和通用的基于python的工具包，集成了特征提取、聚类、归一化、选择、降维、预测器构建、最佳描述符/模型选择、集成学习和DNA、RNA和蛋白质序列结果可视化的功能。用户只需要上传自己的数据集，并从中计算出自己需要的功能，所有必要的程序和优化设置都由软件自动完成。iLearn包括DNA、RNA和蛋白质的各种描述符，支持四种特征输出格式，以便于直接使用输出或与其他计算工具通信。总的来说，iLe...
International Conference on Functional-Structural Plant Growth Modeling, Simulation, Visualization and Applications (FSPMA 2016)
Model-Assisted Plant Breeding Optimality of Plant Structures
2016/7/29
FSPMA2016 is a joint conference between FSPM and PMA aiming at gathering researchers of multi-disciplinary background working on plant modeling and their applications.
Numerical Modeling of Wheat Irrigation using Coupled HYDRUS and WOFOST Models
LAI, leaf area index NSE, Nash–Sutcliffe coefficient SCE, shuffled complex evolution WOFOST, World Food Studies
2013/9/2
To efficiently manage water resources in agriculture, the hydrologic model HYDRUS-1D and the crop growth model WOFOST were coupled to improve crop production prediction through accurate simulations of...
Modeling the terminal velocity of agricultural seeds with artificial neural networks
Artificial neural networks terminal velocity prediction back-propagation.
2011/1/10
Terminal velocity (TV) is one of the important aerodynamic properties of materials, including seeds of agricultural crops that are necessary to design of pneumatic conveying systems, fluidized bed dry...
Synergy of Remote Sensing and Modeling for Estimating Ecophysiological Processes in Plant Production
Crop model Diagnosis Monitoring Precision agriculture Prediction Remote sensing
2009/7/29
Information on the ecological and physiological status of crops is essential for growth diagnostics and yield prediction. Within-field or between-field spatial information is required, especially wit...
Modeling the Interactive Effect of the Photoperiod and Temperature on Shoot Elongation of Mulberry
Model Mulberry Phenology Photoperiod Shoot length Temperature Temperature photoperiod interaction Tree
2009/7/28
Potted mulberry plants (Morus alba L. 'Shinn-ichinose') were grown in phytotrons under natural sunlight, and their shoot growth response to temperature and photoperiod was investigated. A short photop...
Modeling of Mulberry Shoot Elongation and Leaf Appearance in Field Conditions
Leaf appearance Model Morus alba Mulberry Photoperiod Shoot length Temperature Tree
2009/7/24
To predict mulberry (Morus alba L. ‘Shin-ichinose’) vegetative growth, I constructed shoot elongation and leaf appearance models for mulberry grown in field conditions. The shoot elongation rate and l...
Modeling of Translocation Rate of Dry Matter from Vegetative Organs to Panicle as Influenced by Air Temperature in Rice
Air temperature Air temperature difference Model Rice
2009/7/8
Field experiments were carried out at 8 sites: Chiang Mai and Ubon in Thailand, Taoyuan of Yunnan and Nanjing in China and Kitakami, Ina, Kyoto and Matsue in Japan, to clarify the relationship between...
MODELING POLLINATION FACTORS THAT INFLUENCE ALFALFA SEED YIELD IN NORTH-CENTRAL NEVADA
alfalfa seed pollination leafcutting bees
2010/12/6
The relative importance of both environmental and management factors on alfalfa seed yield was investigated on North–Central Nevada farms. Multiple linear regression models using 2002-2003 data reveal...