1,504 research outputs found
Formal Water Markets: Why, When, and How to Introduce Tradable Water Rights
In most countries the state owns the water resources and the hydraulic infrastructure, and public officials decide who gets the water, how it is to be used, and how much will be charged for it. But costly inefficiencies in the supply and use of water support a shift from government provision to a market-based approach that is more effective and less wasteful Markets can allow rapid changes in allocation in response to changing demands for water and can stimulate investment and employment as investors are assured of access to secure supplies of water. Because of water's unique characteristics, such markets do not work everywhere; nor do they resolve all water-related issues. By designing appropriate water laws and regulations and by strengthening private and public institutions to administer them, formal water markets can effectively address rising demands for groundwater and for water found in rivers, lakes, and canals. Lessons from Chile's experience demonstrate that formal water markets can improve the economic efficiency of water use and stimulate investment
THE ARRIVAL OF A NEW ERA IN DATA PROCESSING – CAN ‘BIG DATA’ REALLY DELIVER VALUE TO ITS USERS: A MANAGERIAL FORECAST (29)
There has been a huge amount of talk on the potential of using big data in organisation, making it a new buzzword and even a fad. However, some of the latest published material exposes the challenges involved in implementing BD (BD) approach, where the uncertainty surrounding its applications is rendering it ineffective. The paper looks at the mind-sets and perspective of executives and their plans for using BD for decision making. Our data collection involved interviewing senior executives from a number of world class organisations in order to determine their understanding of BD, its limitations and applications. By using the information gathered by this is used to analyse how well executives understand BD and how well organisations are ready to use it effectively for decision making. The aim is to provide a realistic outlook on the usefulness of this technology and help organisations to make suitable and realistic decisions on its investment
Tradable water rights : a property rights approach to resolving water shortages and promoting investment
In most countries, the state owns the water and hydraulic infrastructure, and public officials decide who gets water rights, how the water is to be used, and how much will be charged for its use. The authors of this paper compare administered systems of water allocation with a system of tradable water rights, and argue that water allocation by administrative edict has resulted in costly, large-scale inefficiencies in the supply and use of water, even withan adequate institutional framework. Secure property rights, on the other hand, have been shown to have a powerful positive effect on investment and efficiency, although only a few countries have tried to take advantage of the allocative efficiencies of a market to assign water resources among users. The authors argue that in order to ensure implementation of an effective water market system, attention should be paid to: (i) ensuring stakeholder participation in designing and implementing the new legislation; (ii) deciding on new rules for the initial allocation of rights and for how new rights should be allocated; (iii) establishing a public registry and block titling; (iv) setting up or strengthening water user associations; (v) protecting against the development of potential monopolies; (vi) ensuring that trades do not infringe on the water rights of existing users; and (vii) establishing appropriate environmental laws.Water Resources Law,Water and Industry,Water Supply and Systems,Environmental Economics&Policies,Water Conservation,Water Supply and Sanitation Governance and Institutions,Town Water Supply and Sanitation,Water Conservation,Water and Industry,Water Use
Micromechanical resonator driven by radiation pressure force
Radiation pressure exerted by light on any surface is the pressure generated by the momentum of impinging photons. The associated force - fundamentally, a quantum mechanical aspect of light - is usually too small to be useful, except in large-scale problems in astronomy and astrodynamics. In atomic and molecular optics, radiation pressure can be used to trap or cool atoms and ions. Use of radiation pressure on larger objects such as micromechanical resonators has been so far limited to its coupling to an acoustic mode, sideband cooling, or levitation of microscopic objects. In this Letter, we demonstrate direct actuation of a radio-frequency micromechanical plate-type resonator by the radiation pressure force generated by a standard laser diode at room temperature. Using two independent methods, the magnitude of the resonator's response to forcing by radiation pressure is found to be proportional to the intensity of the incident light.https://www.nature.com/articles/s41598-017-16063-4.epdfPublished versio
Optical Wireless Information Transfer with Nonlinear Micromechanical Resonators
Wireless transfer of information is the basis of modern communication. It
includes cellular, WiFi, Bluetooth and GPS systems, all of which use
electromagnetic radio waves with frequencies ranging from typically 100 MHz to
a few GHz. However, several long-standing challenges with standard radio-wave
wireless transmission still exist, including keeping secure transmission of
data from potential compromise. Here, we demonstrate wireless information
transfer using a line-of-sight optical architecture with a micromechanical
element. In this fundamentally new approach, a laser beam encoded with
information impinges on a nonlinear micromechanical resonator located a
distance from the laser. The force generated by the radiation pressure of the
laser light on the nonlinear micromechanical resonator produces a sideband
modulation signal, which carries the precise information encoded in the subtle
changes in the radiation pressure. Using this, we demonstrate data and image
transfer with one hundred percent fidelity with a single 96 micron by 270
micron silicon resonator element in an optical frequency band. This mechanical
approach relies only on the momentum of the incident photons and is therefore
able to use any portion of the optical frequency banda band that is 10,000
times wider than the radio frequency band. Our line-of-sight architecture using
highly scalable micromechanical resonators offers new possibilities in wireless
communication. Due to their small size, these resonators can be easily arrayed
while maintaining a small form factor to provide redundancy and parallelism.Comment: 6 pages, 4 figure
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature
Objective: To determine the completeness of argumentative steps necessary to
conclude effectiveness of an algorithm in a sample of current ML/AI supervised
learning literature.
Data Sources: Papers published in the Neural Information Processing Systems
(NeurIPS, n\'ee NIPS) journal where the official record showed a 2017 year of
publication.
Eligibility Criteria: Studies reporting a (semi-)supervised model, or
pre-processing fused with (semi-)supervised models for tabular data.
Study Appraisal: Three reviewers applied the assessment criteria to determine
argumentative completeness. The criteria were split into three groups,
including: experiments (e.g real and/or synthetic data), baselines (e.g
uninformed and/or state-of-art) and quantitative comparison (e.g. performance
quantifiers with confidence intervals and formal comparison of the algorithm
against baselines).
Results: Of the 121 eligible manuscripts (from the sample of 679 abstracts),
99\% used real-world data and 29\% used synthetic data. 91\% of manuscripts did
not report an uninformed baseline and 55\% reported a state-of-art baseline.
32\% reported confidence intervals for performance but none provided references
or exposition for how these were calculated. 3\% reported formal comparisons.
Limitations: The use of one journal as the primary information source may not
be representative of all ML/AI literature. However, the NeurIPS conference is
recognised to be amongst the top tier concerning ML/AI studies, so it is
reasonable to consider its corpus to be representative of high-quality
research.
Conclusion: Using the 2017 sample of the NeurIPS supervised learning corpus
as an indicator for the quality and trustworthiness of current ML/AI research,
it appears that complete argumentative chains in demonstrations of algorithmic
effectiveness are rare
Wireless actuation of micromechanical resonators
The wireless transfer of power is of fundamental and technical interest, with applications ranging from the remote operation of consumer electronics and implanted biomedical devices and sensors to the actuation of devices for which hard-wired power sources are neither desirable nor practical. In particular, biomedical devices that are implanted in the body or brain require small-footprint power receiving elements for wireless charging, which can be accomplished by micromechanical resonators. Moreover, for fundamental experiments, the ultralow-power wireless operation of micromechanical resonators in the microwave range can enable the performance of low-temperature studies of mechanical systems in the quantum regime, where the heat carried by the electrical wires in standard actuation techniques is detrimental to maintaining the resonator in a quantum state. Here we demonstrate the successful actuation of micron-sized silicon-based piezoelectric resonators with resonance frequencies ranging from 36 to 120 MHz at power levels of nanowatts and distances of ~3 feet, including comprehensive polarization, distance and power dependence measurements. Our unprecedented demonstration of the wireless actuation of micromechanical resonators via electric-field coupling down to nanowatt levels may enable a multitude of applications that require the wireless control of sensors and actuators based on micromechanical resonators, which was inaccessible until now.http://nano.bu.edu/Papers_files/micronano201636.pdfPublished versio
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