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MODELLING SEEDS GERMINATIONS - Coggle Diagram
MODELLING SEEDS GERMINATIONS
INVESTIGATE
1) A MATHEMATICAL MODEL
RELATIONSHIP TIME ELASPED & THE NUMBER OF SEEDS GERMINATE
2) FACTORS AFFECTING THE GERMINATIONS
1) WATER
2) LIGHT
3) SEEDS DORMANCY
4) TEMPARATURE
5) OXIGEN LEVELS
METHODS
1) EXPERIMENTS : Set up experiments to observe germination under controlled conditions, varying one factor at a time
2) Existing Databases: Utilize data from agricultural studies, ecological research, and seed banks
MATH MODELS :Formulate equations to represent relationships between variables.
1) EXPONENTIAL FUNCTIONS
2) INVERSE TANGENT
3) MODIFIED TANGENT MODEL
4) LOGISTIC FUNCTION
ANALYSIS
1) RSS ( RESUDUAL SUM OF SQUARES )
STATISTICAL MODEL :Use regression techniques to analyze collected data and identify correlations.
Employ regression analysis to identify the significance of various factors on germination rates based on empirical data.
MATH : 1 ) DESCRIPTIVE STATSISTICS
MEAN , MEDIAN , STANDARD DEVIATION
2) MATH : REGRESSION ANALYSIS
Employing linear or nonlinear regression to quantify the relationship between germination rates and environmental factors.
SIMULATION MODEL : Select software (like MATLAB, R, or Python) for creating computational simulations.
Use software tools to create simulations that incorporate variability in environmental factors. This can help predict germination outcomes under different conditions.
REFLECTIONS
1) highlighted the intricate relationships between various environmental factors and their collective impact on seed germinatION
2)It bridged the gap between classroom learning and real-world implications
3)Challenges Encountered :
4) Interdisciplinary Connections( MATH - BIOLOGY -COMP SC)