<p>Machine learning of software artefacts is an emerging area of interaction between the machine learning and software analysis communities. Increased productivity in software engineering relies on the creation of new adaptive, scalable tools that can analyse large and continuously changing software
Potentials and Limitations of Ecosystem Analysis
โ Scribed by E.-D. Schulze, H. Zwรถlfer (auth.), Professor Dr. Ernst-Detlef Schulze, Professor Dr. Helmut Zwรถlfer (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 1987
- Tongue
- English
- Leaves
- 443
- Series
- Ecological Studies 61
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
The identification of inputs and outputs is the first and probably most important step in testing and analyzing complex systems. Following accepted natural laws such as the conservation of mass and the principle of electroneutrality, the input/output analysis of the system, be it steady or in connection with perturbations will reveal the status dynamic, will identify whether changes are reversible or irreversible and whether changing the input will cause a hysteresis response. Moreover, measurements ofinput and output fluxes can indicate the storage capacity ofa system, its resilience to buffer or amplify variations of the external input, and it can identify structural changes. Therefore, to a certain extent, the input/output analysis can facilitate predictions about the ecosystem stability. The measurement of fluxes and the determination of inputs and outputs of ecoยญ systems are, in many aspects, analogous to measurements done by engineers when testing an electronic apparatus. The first step is the measurement ofthe input/output properties of the instrument as a whole, or ofvarious circuit boards, and the compariยท son ofthese with the expected variations of the original design. Varying input and outยท put can give valuable information about the stability and the regulatory properties of the device. Nevertheless, only the circuit as an entity has specific properties which cannot be anticipated if the individual components are investigated regardless oftheir position. Also, the instrument as a whole will have different input/output properties than its subcircuits.
โฆ Table of Contents
Front Matter....Pages I-XII
Introduction to the Problem of Ecosystem Analysis....Pages 1-5
Front Matter....Pages 7-7
Stability, Elasticity, and Resilience of Terrestrial Ecosystems with Respect to Matter Balance....Pages 11-49
Water and Carbon Fluxes in Ecosystems....Pages 50-67
Environmental Transfer of Some Organic Micropollutants....Pages 68-99
Simple and Diversified Crop Rotations โ Approach and Insight into Agroecosystems....Pages 100-114
Front Matter....Pages 115-115
Plant Specialization to Environments of Different Resource Availability....Pages 120-148
Control of Leaf Carbon Assimilation โ Input of Chemical Energy into Ecosystems....Pages 149-163
Plant Architecture and Resource Competition....Pages 164-179
Responses to Water and Nutrients in Coniferous Ecosystems....Pages 180-202
Physiological Ecology, Disturbance, and Ecosystem Recovery....Pages 203-227
A Hierarchic Approach in Causal Ecosystem Analysis The Calcifuge-Calcicole Problem in Alpine Grasslands....Pages 228-244
Extinction and Naturalization of Plant Species as Related to Ecosystem Structure and Function....Pages 245-276
Flowers as Food Sources and the Cost of Outcrossing....Pages 277-293
Front Matter....Pages 295-295
Species Richness, Species Packing, and Evolution in Insect-Plant Systems....Pages 301-319
Niche Structure and Evolution in Ecosystems....Pages 320-332
Predictability in Lake Ecosystems: the Role of Biotic Interactions....Pages 333-346
Saline Lake Ecosystems....Pages 347-364
Characteristics of Lotic Ecosystems and Consequences for Future Research Directions....Pages 365-390
Experimental Analysis of Processes Between Species on Marine Tidal Flats....Pages 391-400
On Methods of Analyzing Ecosystems: Lessons from the Analysis of Forest-Insect Systems....Pages 401-415
Front Matter....Pages 295-295
Synthesis....Pages 416-423
Back Matter....Pages 425-435
โฆ Subjects
Ecology; Zoology; Waste Management/Waste Technology; Waste Water Technology / Water Pollution Control / Water Management / Aquatic Pollution; Atmospheric Protection/Air Quality Control/Air Pollution; Soil Science & Conservation
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