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Argentina Grows A More Sustainable And Efficient Agricultural Sector With Machine Learning and Geospatial Technology

Forbes - The world needed to get smarter about sustainable agriculture about five minutes ago. According to the United Nations, the global population will reach 9.7 billion by 2050. To feed those people, experts from the World Resource Institute say food production must increase anywhere from 50 to 70 percent.
But agriculture can have devastating effects on the environment because of its thirst for water, carbon emissions from transportation, and excessive fertilizer use resulting in pollution. To meet these challenges, a farming organization in Argentina called the Asociacion de Cooperativas Argentinas (ACA), uses digital agriculture to grow food more efficiently, profitably and sustainably. Argentina has a longstanding tradition as one of the world’s largest agricultural producers. The country has a vast network of industrial and small-holder farmers; it is one of the world’s top suppliers of soy and exports large amounts of wheat, corn, fruits and other crops. This makes Argentina the perfect testing ground for organizations like the ACA to transform its agricultural sector using innovative new technologies. ACA, which was founded in 1922 and is based in Buenos Aires, supports over 140 cooperatives and more than 50,000 farmers across seven provinces. It helps large and small producers across the supply chain by offering supplies, advice and services including grain storage, transport and foreign trade assistance. Now the organization is building a software solution that promises to make agriculture more sustainable both for the planet and farmers. Horacio Balussi, Chief Information Officer for ACA, says, “Last year we decided to create an open digital platform for farmers and others that helps them produce more with less cost and environmental impact.” The new system uses innovative technology such as machine learning, geospatial data analysis and cloud computing to provide farmers with real-time advice and recommendations. As Balussi explains, the challenge was to create a system that could analyze data from multiple sources in real time, gain visibility into each stage of farming, and deliver recommendations automatically to farmers. “This is precision agriculture – we can reduce inputs and improve production. In three to four years, we hope for a 10 percent increase in production by using technology,” said Balussi. With geospatial data from satellites and drones, the organization can monitor ambient soil conditions, which indicate fields’ potential productivity. This data can be combined with other sources – like weather and business data – to understand real-time conditions for farmers and make smart, real-time recommendations. The system also provides ACA with an easier way to detect and prevent incidents like pest infestation or water shortages, and Balussi believes this will help the ACA to mitigate potentially costly damage to crops. To create the solution, ACA turned to SAP, the global enterprise software provider. Since ACA was already an SAP customer (ACA implemented SAP S/4HANA as its ERP system in November 2018), the partnership made sense and will enable the organization to exploit the data already within SAP applications. In preparation for the project, the ACA participated in an early-adopter program for SAP’s spatial services. Balussi says, “SAP HANA Spatial Services lets us obtain and combine different data sets and then run machine learning algorithms against them to deliver definitive analytic information – and create specific recommendations for farmers.” The solution uses SAP HANA, an in-memory database, and the SAP Analytic Cloud, allowing ACA to easily store, distribute and deliver information. A team of agronomists at ACA has trained the machine learning algorithm using appropriate information for the region and the crops it supports. With such precise data, the group take preventive action when it spots anomalies. Balussi describes some potential benefits. As the data platform matures, it will help ACA better understand the optimal conditions for cultivation on a crop-by-crop basis. Balussi says, “We can alert farmers that certain crops may require less fertilizer or water than used previously. With that insight, producers can minimize both the cost of fertilizer, the use of natural resources and the environmental impact of Argentina’s agricultural sector.” Moving forward, Balussi says, “We want to create a social network and social mapping. So a farmer can put an alert out that there’s a certain pest or disease in the region and they can easily share that information.” Farmers will also be able to compare results and other statistical information anonymously. The ACA works with the Argentinian government to promote its system as an agricultural best practice and has won awards for the its commitment to sustainability. But as Balussi says, “Right now our objective is to create a modern, digital agricultural system so farmers can produce more, with few resources while being sustainable. That is the challenge we set for ourselves.”
By Robin Meyerhoff
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We Are All Entrepreneurs III

Time and Uncertainty


Continuing with the topic of human action and entrepreneurship analyzed in detail in my two previous articles (We are all entrepreneurs I, and We are all entrepreneurs II) we shall discuss two crucial factors that are present in all the elements of human action: TIME and UNCERTAINTY; and how to better deal with them.

Time and uncertainty in terms of the ends, means, value, utility, scarcity, plan of action, and will, are always present. All elements of human action are subjective and time and uncertainty are no exception. This is, each person experiences them in a particular way, and, from this point, cannot be objectively measured. In other words, time as the actor subjectively
perceives it and experiences it within the context of each action; and the uncertainty that the future consequences of our actions inevitably hold.

Every person will experience time differently through the stages of human action, which are ends, means, value, utility, scarcity, plan of action, and will. Therefore, we do not refer to time in the deterministic, Newtonian, physical, or analogical sense. Objective time (chronological time) differs from subjective time and is a spatialized dimension that provides an analogy of the physical reality of movement (therefore the name of the analogical clock).

In the world of physics time is the fourth dimension, being a simple analogy of movement.

But let us infer a crucial characteristic of time as we consider it chronologically; this is that the future is already there, we just need to wait until the analogical clock points in that direction, or until the sun comes up again tomorrow. The future becomes an extension of the present; the future is "to come" or, even better said, "to return". From this point, uncertainty is
completely deleted.

Rather, we refer to subjective time and the uncertainty that comes with it. Subjective time is radically different from the objective one; it refers to the time each actor experiences as he acts and completes the stages necessary to achieve his ends; as he works through the stages he feels the passage of time. For instance, a person who is busy enough and has a complete agenda feels time passes fast; in contrast, someone who sits all day on the bed, staring at the white wall for hours, will feel time goes slowly. Another example is the memory of our childhood; as we were young and without many responsibilities, time seemed to freeze, but as we got older, grew a family, started college or obtained a job, time speeded up. The more
action we are involved in, the faster the time goes. Contrary to what happens in physics, chemistry or natural sciences, from this subjective point, the future is not there, is not given nor is to come, but to be made; and so, as expected, uncertainty comes to play again. The future is always uncertain, in the sense that it has yet to be built.

Then how do we make the future and how do we deal with the inevitable uncertainty of it?

Firstly, through expectations reflected in previous actions. In this way, the past experiences stored in the actor ́s memory continuously fuse in his mind with his simultaneous and creative view of the future in the form of mental images or expectations. This future is never determined, but instead, the actor imagines and creates it step by step. The experience of
recalling the past is qualitatively the same as the experience of imagining the future.

Expectations are creatively recombined memories projected into the future. For, the actor has certain ideas, mental images, or expectations which he hopes to realize via his action and interaction with other actors.

Secondly, the future is open to all of man ́s creative possibilities, and uncertainty can be reduced through behavior patterns of action of his own and others (institutions); and through the alert exercise of entrepreneurship. Institutions and entrepreneurship help us reduce the uncertainty of the future. The latter helps us in the sense that, by trying to achieve our ends, we tend to approach the future; if we would not care about our ends and would not move a finger to accomplish it, the future would be even more uncertain. In other words, it is better to make the future through our actions via our attempts to achieve our objectives.

Herefore, entrepreneurship reduces uncertainty (yet another benefit from it). The former concept, institutions, are patterns or rules of behavior human beings follow to achieve their ends.

Institutions emerge spontaneously and evolutionarily from practical knowledge generated via entrepreneurship over the course of history by a huge number of people. These institutions are, for example, money, language, law, morality, justice, among others. Economies that have sound money, which does not lose value over time; that have simple, fixed and predictable laws and regulations; that have sound economic policies, such as fiscal and monetary; and that have political stability, tend to perform better.

Therefore, societies that reduce more efficiently and effectively the uncertainty of the future (though not eliminating it completely since it is not possible) and that deal better with the element of time through expectations, institutions, and entrepreneurship, are more prosperous
because they make the whole system more dynamic, systemically and systematically speaking. This is, societies that encourage entrepreneurship and that have sound institutions are more developed since they deal better with the future (time) and the uncertainty that comes with it.

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Preocupación y repudio de Libertad y Progreso por los hechos de Chile y Ecuador

RELIAL y Libertad y Progreso La Fundación Libertad y Progreso manifiesta su preocupación y expresa su repudio a las graves acciones contra las personas y la propiedad ocurridas en las repúblicas de Ecuador y de Chile. La característica de estos acontecimientos pone en evidencia la existencia de una organización y coordinación externa a los países atacados. Los lazos con la dictadura venezolana de Nicolás Maduro, así como con la dictadura cubana, son más que evidentes. Lo convalidan sus declaraciones de apoyo a esos vandálicos los hechos y las de los movimientos de izquierda de otros países que les guardan simpatía.Protestas agresivas en Chiles Nuestra Fundación adhiere a la declaración de la Organización de Estados Americanos del 16 de octubre pasado que afirma que ”las actuales corrientes de desestabilización de los sistemas políticos del continente tienen su origen en la estrategia de las dictaduras bolivariana y cubana, que buscan nuevamente reposicionarse, no a través de un proceso de reinstitucionalización y redemocratización, sino a través de su vieja metodología de exportar polarización y malas prácticas, pero esencialmente financiar, apoyar y promover el conflicto político y social”.
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Impresión de Agustín Etchebarne sobre el debate presidencial.

opinión de los candidatos Agustín Etchebarne en Radio Mitre Neuquen (La Cocina de las Noticias, con Silvio Saccomani). El economista destacó como falencia las reglas que no permitían un real debate y que no se mostrara la cara de otros candidatos mientras uno hablaba. "Si Alberto Fernández cree lo que dice, si gana llevará la Argentina a la hiperinflación" dice Etchebarne. [audio mp3="https://www.libertadyprogreso.org/wp-content/uploads/2019/10/Agustin-Etchebarne-14-10.mp3"][/audio]
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