Biology: Exploring Life – Foundations and Unifying Themes

{"type":"doc","content":[{"type":"heading","attrs":{"textAlign":null,"level":2},"content":[{"type":"text","text":"Biology: The Scientific Study of Life"}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Defining Biology and Life"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Biology is the scientific study of life, encompassing the investigation of living organisms and their interactions with each other and their environments. Life is recognized by a set of common properties that distinguish living things from nonliving matter."}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Order:"},{"type":"text","text":" Living organisms exhibit complex but ordered organization of their structures."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Reproduction:"},{"type":"text","text":" Organisms reproduce their own kind, ensuring the continuation of their species."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Growth and Development:"},{"type":"text","text":" Inherited information carried by genes controls the pattern of growth and development of organisms."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Energy Processing:"},{"type":"text","text":" Organisms obtain and use energy to power their activities and chemical reactions."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Regulation:"},{"type":"text","text":" Organisms regulate their internal environment to maintain conditions suitable for life (homeostasis)."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Response to the Environment:"},{"type":"text","text":" Living things respond to environmental stimuli."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Evolutionary Adaptation:"},{"type":"text","text":" Populations evolve over generations as individuals with traits best suited to their environment have greater reproductive success."}]}]}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/biology/sub_images/25acf27e_image_5.png","alt":"Properties of life: order, reproduction, growth and development, energy processing, regulation, response to the environment, evolutionary adaptation","title":null,"width":null,"height":null}}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"The Cell:"},{"type":"text","text":" The cell is the fundamental structural and functional unit of life. All living things are composed of one or more cells."}]},{"type":"heading","attrs":{"textAlign":null,"level":2},"content":[{"type":"text","text":"The Diversity and Organization of Life"}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Biological Classification and Domains"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Taxonomists classify and name species, organizing the diversity of life into a hierarchy of groups. The broadest classification divides life into three domains:"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Domain Bacteria:"},{"type":"text","text":" Consists of prokaryotic organisms with simple cells lacking a nucleus."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Domain Archaea:"},{"type":"text","text":" Also prokaryotic, but with distinct molecular and genetic properties, often found in extreme environments."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Domain Eukarya:"},{"type":"text","text":" Includes all eukaryotic organisms, which have cells with nuclei. This domain encompasses protists, fungi, plants, and animals."}]}]}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/biology/sub_images/25acf27e_image_9.png","alt":"Three domains of life: Bacteria, Archaea, Eukarya (with Protists, Plantae, Fungi, Animalia)","title":null,"width":null,"height":null}}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Hierarchy of Biological Organization"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Biologists study life at multiple levels of organization, from molecules to the biosphere. At each level, new properties emerge due to the arrangement and interactions of parts, known as "},{"type":"text","marks":[{"type":"bold"}],"text":"emergent properties"},{"type":"text","text":"."}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Molecule"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Organelle"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Cell"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Tissue"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Organ"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Organ System"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Organism"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Population"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Community"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Ecosystem"},{"type":"text","text":" → "},{"type":"text","marks":[{"type":"bold"}],"text":"Biosphere"}]}]}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/biology/sub_images/25acf27e_image_13.png","alt":"Hierarchy of biological organization from biosphere to molecule","title":null,"width":null,"height":null}}]},{"type":"heading","attrs":{"textAlign":null,"level":2},"content":[{"type":"text","text":"The Process of Science"}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"What Is Science?"},{"type":"image","attrs":{"src":"data:image/png;base64,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