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Deterministic Annealing for Clustering, Compression, Classification, Regression, and Related Optimization Problems

by Kenneth Rose - Proceedings of the IEEE , 1998
"... this paper. Let us place it within the neural network perspective, and particularly that of learning. The area of neural networks has greatly benefited from its unique position at the crossroads of several diverse scientific and engineering disciplines including statistics and probability theory, ph ..."
Abstract - Cited by 321 (20 self) - Add to MetaCart
, physics, biology, control and signal processing, information theory, complexity theory, and psychology (see [45]). Neural networks have provided a fertile soil for the infusion (and occasionally confusion) of ideas, as well as a meeting ground for comparing viewpoints, sharing tools, and renovating

Habitat Monitoring with Sensor Networks

by Robert Szewczyk, Eric Osterweil, Joseph Polastre, Michael Hamilton, Alan Mainwaring, Deborah Estrin - Communications of the ACM , 2004
"... of observations, showing how they fit into a unified architecture, deriving our data and conclusions from several case studies (see the sidebar "Sensing the Natural Environment"). Few themes permeate basic and applied ecological research to such an extent as the relationship of micro ..."
Abstract - Cited by 207 (4 self) - Add to MetaCart
of microclimate and ecological patterns, processes, physiology, and biological diversity. Microclimate can be defined as the climate close to surfaces, upon and beneath soils, under snow, or in water, on living things (such as trees), or even on individual animals. Individuals may disperse across broad areas

OCIS codes: (180.2520) Fluorescence microscopy; (170.1420) Biology; (170.6920) Time-resolved imaging; (300.6500) Time-resolved spectroscopy Microsc

by S Rehman , P B Lukins , R G M Marriott , D J Clegg , Jovin Arndt , T M Jovin , K Dowling , M J Dayel , M J Lever , P M W French , J D Hares , A K L Dymoke-Bradshaw , 1998
"... Abstract: We demonstrate that picosecond time-gated fluorescence microscopy can be used to monitor subtle changes in the kinetics and spatial distribution of perturbations to the molecular and cellular structure of plant tissue caused by ultraviolet radiation. Single-molecule experiments on Photosy ..."
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Abstract: We demonstrate that picosecond time-gated fluorescence microscopy can be used to monitor subtle changes in the kinetics and spatial distribution of perturbations to the molecular and cellular structure of plant tissue caused by ultraviolet radiation. Single-molecule experiments on Photosystem II and chloroplast preparations give picosecond fluorescence decay kinetics that are similar to those obtained previously on bulk samples. For green plant leaves, localized and well-defined cellular structure is seen for normal material whereas relatively diffuse and non-specific features are seen after UV-irradiation indicating significant UV-induced rupture of the cellular structure. The changes in the chlorophyll fluorescence decay kinetics indicate uncoupling of chlorophyll molecules in the light-harvesting system leading to inhibition of energy reorganization and transfer in the antennae and subsequent exciton transfer to the reaction centers. J. Sytsma, J. M. Vroom, C. J. de Grauw and H. C. Gerritsen, "Time-gated fluorescence lifetime imaging and microvolume spectroscopy using two-photon excitation," J.

The ecological role of biodiversity in agroecosystems

by Miguel A. Altieri - Agriculture, Ecosystems and Environment , 1999
"... Increasingly research suggests that the level of internal regulation of function in agroecosystems is largely dependent on the level of plant and animal biodiversity present. In agroecosystems, biodiversity performs a variety of ecological services beyond the production of food, including recycling ..."
Abstract - Cited by 142 (0 self) - Add to MetaCart
of nutrients, regulation of microclimate and local hydrological processes, suppression of undesirable organisms and detoxification of noxious chemicals. In this paper the role of biodiversity in securing crop protection and soil fertility is explored in detail. It is argued that because biodiversity mediated

EURASIP Journal on Applied Signal Processing 2005:15, 2514–2520 c ○ 2005 Hindawi Publishing Corporation A Data-Driven Multidimensional Indexing Method for Data Mining in Astrophysical Databases

by Marco Frailis, Alessandro De Angelis, Vito Roberto , 2005
"... Large archives and digital sky surveys with dimensions of 10 12 bytes currently exist, while in the near future they will reach sizes of the order of 10 15. Numerical simulations are also producing comparable volumes of information. Data mining tools are needed for information extraction from such l ..."
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Large archives and digital sky surveys with dimensions of 10 12 bytes currently exist, while in the near future they will reach sizes of the order of 10 15. Numerical simulations are also producing comparable volumes of information. Data mining tools are needed for information extraction from such large datasets. In this work, we propose a multidimensional indexing method, based on a static R-tree data structure, to efficiently query and mine large astrophysical datasets. We follow a top-down construction method, called VAMSplit, which recursively splits the dataset on a near median element along the dimension with maximum variance. The obtained index partitions the dataset into nonoverlapping bounding boxes, with volumes proportional to the local data density. Finally, we show an application of this method for the detection of point sources from a gamma-ray photon list.

2000): Soil carbon sequestration and land-use change: processes and potential

by W. M. Post, K. C. Kwon - Global Change Biology
"... When agricultural land is no longer used for cultivation and allowed to revert to natural vegetation or replanted to perennial vegetation, soil organic carbon can accumulate by processes that essentially reverse some of the effects responsible for soil organic carbon losses from when the land was co ..."
Abstract - Cited by 112 (1 self) - Add to MetaCart
When agricultural land is no longer used for cultivation and allowed to revert to natural vegetation or replanted to perennial vegetation, soil organic carbon can accumulate by processes that essentially reverse some of the effects responsible for soil organic carbon losses from when the land

Microbial diversity and soil functions

by P. Nannipieri, J Ascher, M. T. Ceccherini, L. Landi, G. Pietramellara, G. Renella - Eur. J. Soil Sci , 2003
"... Soil is a complex and dynamic biological system, and still in 2003 it is difficult to determine the composition of microbial communities in soil. We are also limited in the determination of microbially mediated reactions because present assays for determining the overall rate of entire metabolic pro ..."
Abstract - Cited by 91 (1 self) - Add to MetaCart
Soil is a complex and dynamic biological system, and still in 2003 it is difficult to determine the composition of microbial communities in soil. We are also limited in the determination of microbially mediated reactions because present assays for determining the overall rate of entire metabolic

Growing roles for the mTOR pathway.

by Siraj Dos D Sarbassov , M Ali , David M Sabatini - Curr. Opin. Cell Biol. , 2005
"... The mammalian TOR (mTOR) pathway is a key regulator of cell growth and proliferation and increasing evidence suggests that its deregulation is associated with human diseases, including cancer and diabetes. The mTOR pathway integrates signals from nutrients, energy status and growth factors to regul ..."
Abstract - Cited by 76 (3 self) - Add to MetaCart
and produce a myriad of responses. Introduction Rapamycin has had a story book trajectory: emerging in the 1970s from the soil of Easter Island [1], playing the starring role in the discovery of a fundamental biological pathway and rising to its current status as an important drug. The study of its mechanism

Soil processes affecting crop production in saltaffected soils. Functional Plant Biology 37: 613–620

by Pichu Rengasamy
"... Abstract. Salts canbedeposited in the soil fromwindand rain, aswell as through theweatheringof rocks.These processes, combined with the influence of climatic and landscape features and the effects of human activities, determine where salt accumulates in the landscape.When the accumulated salt in soi ..."
Abstract - Cited by 12 (1 self) - Add to MetaCart
Abstract. Salts canbedeposited in the soil fromwindand rain, aswell as through theweatheringof rocks.These processes, combined with the influence of climatic and landscape features and the effects of human activities, determine where salt accumulates in the landscape.When the accumulated salt

Consistent effects of nitrogen amendments on soil microbial communities and processes across biomes. Global Change Biology 18

by Kelly S Ramirez, Noah Fierer , 2012
"... processes across biomes ..."
Abstract - Cited by 12 (0 self) - Add to MetaCart
processes across biomes
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