Innovationen at TU München

Flashcards and summaries for Innovationen at the TU München

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Innovation 

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Lösungsansätze Optimierung Tierernährung 

Exemplary flashcards for Innovationen at the TU München on StudySmarter:

VUCA
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Nennen Sie die unterschiedlichen Machine Learning Algorithmen

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Phasen der Change Curve

Exemplary flashcards for Innovationen at the TU München on StudySmarter:

Machine learning 

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Does the effect of AES vary across farms and farming contexts?

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Customer Centric

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Herausforderungen im Pflanzenbau

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Globale Herausforderungen

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What is the effect of participating in AES on the environmental performance of farms?

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Opportunity Space 

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Exemplary flashcards for Innovationen at the TU München on StudySmarter:

Innovationen

Innovation 
Neuartige Zweck-Mittel-Kombination

Innovationen

Lösungsansätze Optimierung Tierernährung 
  • Optimierung Futterqualität
  • Verbesserung Verdauungskapazität
  • Optimierung Stoffwechsel

Innovationen

VUCA
Volatility (unbeständig), Uncertainty, Complexity, Ambiguity

Innovationen

Nennen Sie die unterschiedlichen Machine Learning Algorithmen

-OLS

-neural nets

-CARTs

-random forests

Innovationen

Phasen der Change Curve
1) Dringlichkeit herausarbeiten
2) mit dem Widerstand arbeiten
3) Veränderungen einführen
4) Wandel stabilisieren 

Innovationen

Machine learning 

Computer nutzen, auf Daten basierende, Methoden zur Verbesserung von Vorhersagen und Verhalten.

/

Ansammlung von Methoden, die von Computern genutzt werden, um Vorhersagen und verhalten, basierend auf Daten, zu verbessern.

( Machine learning is a set of methods that computers use to make and improve

predictions or behaviors based on data.)

Innovationen

Does the effect of AES vary across farms and farming contexts?

Treatment effect is likely to vary with various contextual variables and farm

characteristics (size, management ability, age, cultivation plan, location etc.)

Innovationen

Customer Centric
Wirkliche Probleme des Kunden kennen und dementsprechend Produkte/Dienstleistungen anbieten

Innovationen

Herausforderungen im Pflanzenbau

- Nährstoffüberschüsse und Nitratprobleme

(hohe und z.T. steigende Nitratgehalte, Umsetzung Düngeverordnung und Rote Gebiete)


- Klimawirkungen und Klimaanpassung

(Treibhausgasemissionen, Bodenkohlenstoffbindung, Klimaresilienter Pflanzenbau)


- Biodiversität und Insektensterben

(Biodiversitätsfördernder Pflanzenbau, Integrierter Pflanzenschutz, Agroforstsysteme, …)


- Digitalisierung

(Akzeptanz und Praxiseinführung digitaler Systeme, digitale Transformation)


- Ökologischer Landbau

(Anstieg der Ökoanbaufläche auf 20 % (D), 30 % (BY), Ertragslücke, Umwelt- und Klimawirkungen)

Innovationen

Globale Herausforderungen

-Begrenzte Ressourcen (Boden, Wasser, Energie, Nährstoffe, Biodiversität…)


-Steigender Bedarf an Nahrungsmitteln und Biomasse (Ernährungssicherung: Anstieg des Biomassebedarfs um 70 % bis 2050)


-Landwirtschaft und Klimawandel (Ertragseffekte, Trocken- und Hitzestress, Treibhausgasemissionen)


-Globalisierte Märkte (Weltweit vernetzte Warenströme und Nährstoffflüsse)


-Gesellschaftliche Erwartungen

(Klima-, Umwelt- und Ressourcenschutz, Lebensmittelsicherheit, Tiergerechtheit, …)

Innovationen

What is the effect of participating in AES on the environmental performance of farms?

They usually give us average/linear effects of participating in AES (Agri-Environment Schemes) ignoring the

complexity of farming

Innovationen

Opportunity Space 

Opportunity Space = Innovationsfeld + genereller

Kundenfaktor + Transaktionsfaktor

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Nährstoffkreisläufe

Geoinformationssysteme I

Wachstums- und Reproduktionsbiologie/Laktationsphysiologie

Produktionsökonomie

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