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How ground-based telescopes schedule their observations in response to competing science priorities and constraints, variations in the weather, and the visibility of a particular part of the sky can significantly impact their efficiency. In…

Instrumentation and Methods for Astrophysics · Physics 2019-04-03 Elahesadat Naghib , Peter Yoachim , Robert J. Vanderbei , Andrew J. Connolly , R. Lynne Jones

The Large Synoptic Survey Telescope is designed to provide an unprecedented optical imaging dataset that will support investigations of our Solar System, Galaxy and Universe, across half the sky and over ten years of repeated observation.…

Instrumentation and Methods for Astrophysics · Physics 2017-08-16 LSST Science Collaboration , Phil Marshall , Timo Anguita , Federica B. Bianco , Eric C. Bellm , Niel Brandt , Will Clarkson , Andy Connolly , Eric Gawiser , Zeljko Ivezic , Lynne Jones , Michelle Lochner , Michael B. Lund , Ashish Mahabal , David Nidever , Knut Olsen , Stephen Ridgway , Jason Rhodes , Ohad Shemmer , David Trilling , Kathy Vivas , Lucianne Walkowicz , Beth Willman , Peter Yoachim , Scott Anderson , Pierre Antilogus , Ruth Angus , Iair Arcavi , Humna Awan , Rahul Biswas , Keaton J. Bell , David Bennett , Chris Britt , Derek Buzasi , Dana I. Casetti-Dinescu , Laura Chomiuk , Chuck Claver , Kem Cook , James Davenport , Victor Debattista , Seth Digel , Zoheyr Doctor , R. E. Firth , Ryan Foley , Wen-fai Fong , Lluis Galbany , Mark Giampapa , John E. Gizis , Melissa L. Graham , Carl Grillmair , Phillipe Gris , Zoltan Haiman , Patrick Hartigan , Suzanne Hawley , Renee Hlozek , Saurabh W. Jha , C. Johns-Krull , Shashi Kanbur , Vassiliki Kalogera , Vinay Kashyap , Vishal Kasliwal , Richard Kessler , Alex Kim , Peter Kurczynski , Ofer Lahav , Michael C. Liu , Alex Malz , Raffaella Margutti , Tom Matheson , Jason D. McEwen , Peregrine McGehee , Soren Meibom , Josh Meyers , Dave Monet , Eric Neilsen , Jeffrey Newman , Matt O'Dowd , Hiranya V. Peiris , Matthew T. Penny , Christina Peters , Radoslaw Poleski , Kara Ponder , Gordon Richards , Jeonghee Rho , David Rubin , Samuel Schmidt , Robert L. Schuhmann , Avi Shporer , Colin Slater , Nathan Smith , Marcelles Soares-Santos , Keivan Stassun , Jay Strader , Michael Strauss , Rachel Street , Christopher Stubbs , Mark Sullivan , Paula Szkody , Virginia Trimble , Tony Tyson , Miguel de Val-Borro , Stefano Valenti , Robert Wagoner , W. Michael Wood-Vasey , Bevin Ashley Zauderer

Telescope arrays are receiving increasing attention due to their promise of higher resource utilization, greater sky survey area, and higher frequency of full space-time monitoring than single telescopes. Compared with the ordinary…

Instrumentation and Methods for Astrophysics · Physics 2023-02-07 Yajie Zhang , Ce Yu , Chao Sun , Zhaohui Shang , Yi Hu , Huiyu Zhi , Jinmao Yang , Shanjiang Tang

The distributed telescope array offers promise for conducting large-sky-area, high-frequency time domain surveys. Multiple telescopes can be deployed at each observation site, so intra-site observation task scheduling is crucial for…

Instrumentation and Methods for Astrophysics · Physics 2024-10-22 Yajie Zhang , Ce Yu , Chao Sun , Yi Hu , Zhaohui Shang , Jizeng Wei , Xu Yang

Modern astronomical surveys have multiple competing scientific goals. Optimizing the observation schedule for these goals presents significant computational and theoretical challenges, and state-of-the-art methods rely on expensive human…

Instrumentation and Methods for Astrophysics · Physics 2023-12-15 Maggie Voetberg , Brian Nord

The observation of celestial objects is a fundamental activity in astronomy. Ground-based and space telescopes are used to gather electromagnetic radiation from space, allowing astronomers to study a wide range of celestial objects and…

Instrumentation and Methods for Astrophysics · Physics 2025-04-08 Thomas Rahab Lacroix , Pierre Lemaire

Aiming at improving the survey efficiency of the Wide Field Survey Telescope, we have developed a basic scheduling strategy that takes into account the telescope characteristics, observing conditions, and weather conditions at the Lenghu…

Instrumentation and Methods for Astrophysics · Physics 2023-12-07 Yan-Peng Chen , Ji-an Jiang , Wen-Tao Luo , Xian Zhong Zheng , Min Fang , Chao Yang , Yuan-Yu Hong , Zong-Fei Lv

The efficiency of science observation Short-Term Scheduling (STS) can be defined as being a function of how many highly ranked observations are completed per unit time. Current STS at ESO's Paranal observatory is achieved through filtering…

Instrumentation and Methods for Astrophysics · Physics 2024-07-24 Joseph P. Anderson , Elyar Sedaghati , Aleksandar Cikota , Natalie Behara , Fuyan Bian , Angel Otarola , Steffen Mieske

A concept of the ground-based optical astronomical observations efficiency is considered in this paper. We believe that a telescope efficiency can be increased by properly allocating observation tasks with respect to the current environment…

Instrumentation and Methods for Astrophysics · Physics 2018-06-26 Matwey V. Kornilov

The observation of celestial objects is a fundamental activity in astronomy. Ground-based and space telescopes are used to gather electromagnetic radiation from space, allowing astronomers to study a wide range of celestial objects and…

Optimization and Control · Mathematics 2026-03-20 Thomas Rahab Lacroix , Pierre Lemaire , Anne-Marie Lagrange , Julien Milli , Nadia Brauner

The Large Synoptic Survey Telescope (LSST) project will conduct a ten year multi-band survey starting in 2022. Observing strategies for this survey are being actively investigated, and the science capabilities can be best forecasted on the…

Instrumentation and Methods for Astrophysics · Physics 2020-04-08 Rahul Biswas , Scott F. Daniel , R. Hložek , A. G. Kim , Peter Yoachim

Astronomy relies heavily on time domain observations. To maximize the scientific yield of such observations, astronomers must carefully match the observational cadence to the phenomena of interest. This presents significant scheduling…

Instrumentation and Methods for Astrophysics · Physics 2025-06-11 Jack Lubin , Erik A. Petigura , Velibor V. Mišić , Judah Van Zandt , Luke B. Handley

In many areas of decision-making, forecasting is an essential pillar. Consequently, many different forecasting methods have been proposed. From our experience, recently presented forecasting methods are computationally intensive, poorly…

Machine Learning · Computer Science 2023-09-29 André Bauer , Mark Leznik , Michael Stenger , Robert Leppich , Nikolas Herbst , Samuel Kounev , Ian Foster

(Abridged) We describe here the most ambitious survey currently planned in the optical, the Large Synoptic Survey Telescope (LSST). A vast array of science will be enabled by a single wide-deep-fast sky survey, and LSST will have unique…

Astrophysics · Physics 2019-08-13 Željko Ivezić , Steven M. Kahn , J. Anthony Tyson , Bob Abel , Emily Acosta , Robyn Allsman , David Alonso , Yusra AlSayyad , Scott F. Anderson , John Andrew , James Roger P. Angel , George Z. Angeli , Reza Ansari , Pierre Antilogus , Constanza Araujo , Robert Armstrong , Kirk T. Arndt , Pierre Astier , Éric Aubourg , Nicole Auza , Tim S. Axelrod , Deborah J. Bard , Jeff D. Barr , Aurelian Barrau , James G. Bartlett , Amanda E. Bauer , Brian J. Bauman , Sylvain Baumont , Andrew C. Becker , Jacek Becla , Cristina Beldica , Steve Bellavia , Federica B. Bianco , Rahul Biswas , Guillaume Blanc , Jonathan Blazek , Roger D. Blandford , Josh S. Bloom , Joanne Bogart , Tim W. Bond , Anders W. Borgland , Kirk Borne , James F. Bosch , Dominique Boutigny , Craig A. Brackett , Andrew Bradshaw , William Nielsen Brandt , Michael E. Brown , James S. Bullock , Patricia Burchat , David L. Burke , Gianpietro Cagnoli , Daniel Calabrese , Shawn Callahan , Alice L. Callen , Srinivasan Chandrasekharan , Glenaver Charles-Emerson , Steve Chesley , Elliott C. Cheu , Hsin-Fang Chiang , James Chiang , Carol Chirino , Derek Chow , David R. Ciardi , Charles F. Claver , Johann Cohen-Tanugi , Joseph J. Cockrum , Rebecca Coles , Andrew J. Connolly , Kem H. Cook , Asantha Cooray , Kevin R. Covey , Chris Cribbs , Wei Cui , Roc Cutri , Philip N. Daly , Scott F. Daniel , Felipe Daruich , Guillaume Daubard , Greg Daues , William Dawson , Francisco Delgado , Alfred Dellapenna , Robert de Peyster , Miguel de Val-Borro , Seth W. Digel , Peter Doherty , Richard Dubois , Gregory P. Dubois-Felsmann , Josef Durech , Frossie Economou , Michael Eracleous , Henry Ferguson , Enrique Figueroa , Merlin Fisher-Levine , Warren Focke , Michael D. Foss , James Frank , Michael D. Freemon , Emmanuel Gangler , Eric Gawiser , John C. Geary , Perry Gee , Marla Geha , Charles J. B. Gessner , Robert R. Gibson , D. Kirk Gilmore , Thomas Glanzman , William Glick , Tatiana Goldina , Daniel A. Goldstein , Iain Goodenow , Melissa L. Graham , William J. Gressler , Philippe Gris , Leanne P. Guy , Augustin Guyonnet , Gunther Haller , Ron Harris , Patrick A. Hascall , Justine Haupt , Fabio Hernandez , Sven Herrmann , Edward Hileman , Joshua Hoblitt , John A. Hodgson , Craig Hogan , Dajun Huang , Michael E. Huffer , Patrick Ingraham , Walter R. Innes , Suzanne H. Jacoby , Bhuvnesh Jain , Fabrice Jammes , James Jee , Tim Jenness , Garrett Jernigan , Darko Jevremović , Kenneth Johns , Anthony S. Johnson , Margaret W. G. Johnson , R. Lynne Jones , Claire Juramy-Gilles , Mario Jurić , Jason S. Kalirai , Nitya J. Kallivayalil , Bryce Kalmbach , Jeffrey P. Kantor , Pierre Karst , Mansi M. Kasliwal , Heather Kelly , Richard Kessler , Veronica Kinnison , David Kirkby , Lloyd Knox , Ivan V. Kotov , Victor L. Krabbendam , K. Simon Krughoff , Petr Kubánek , John Kuczewski , Shri Kulkarni , John Ku , Nadine R. Kurita , Craig S. Lage , Ron Lambert , Travis Lange , J. Brian Langton , Laurent Le Guillou , Deborah Levine , Ming Liang , Kian-Tat Lim , Chris J. Lintott , Kevin E. Long , Margaux Lopez , Paul J. Lotz , Robert H. Lupton , Nate B. Lust , Lauren A. MacArthur , Ashish Mahabal , Rachel Mandelbaum , Darren S. Marsh , Philip J. Marshall , Stuart Marshall , Morgan May , Robert McKercher , Michelle McQueen , Joshua Meyers , Myriam Migliore , Michelle Miller , David J. Mills , Connor Miraval , Joachim Moeyens , David G. Monet , Marc Moniez , Serge Monkewitz , Christopher Montgomery , Fritz Mueller , Gary P. Muller , Freddy Muñoz Arancibia , Douglas R. Neill , Scott P. Newbry , Jean-Yves Nief , Andrei Nomerotski , Martin Nordby , Paul O'Connor , John Oliver , Scot S. Olivier , Knut Olsen , William O'Mullane , Sandra Ortiz , Shawn Osier , Russell E. Owen , Reynald Pain , Paul E. Palecek , John K. Parejko , James B. Parsons , Nathan M. Pease , J. Matt Peterson , John R. Peterson , Donald L. Petravick , M. E. Libby Petrick , Cathy E. Petry , Francesco Pierfederici , Stephen Pietrowicz , Rob Pike , Philip A. Pinto , Raymond Plante , Stephen Plate , Paul A. Price , Michael Prouza , Veljko Radeka , Jayadev Rajagopal , Andrew P. Rasmussen , Nicolas Regnault , Kevin A. Reil , David J. Reiss , Michael A. Reuter , Stephen T. Ridgway , Vincent J. Riot , Steve Ritz , Sean Robinson , William Roby , Aaron Roodman , Wayne Rosing , Cecille Roucelle , Matthew R. Rumore , Stefano Russo , Abhijit Saha , Benoit Sassolas , Terry L. Schalk , Pim Schellart , Rafe H. Schindler , Samuel Schmidt , Donald P. Schneider , Michael D. Schneider , William Schoening , German Schumacher , Megan E. Schwamb , Jacques Sebag , Brian Selvy , Glenn H. Sembroski , Lynn G. Seppala , Andrew Serio , Eduardo Serrano , Richard A. Shaw , Ian Shipsey , Jonathan Sick , Nicole Silvestri , Colin T. Slater , J. Allyn Smith , R. Chris Smith , Shahram Sobhani , Christine Soldahl , Lisa Storrie-Lombardi , Edward Stover , Michael A. Strauss , Rachel A. Street , Christopher W. Stubbs , Ian S. Sullivan , Donald Sweeney , John D. Swinbank , Alexander Szalay , Peter Takacs , Stephen A. Tether , Jon J. Thaler , John Gregg Thayer , Sandrine Thomas , Vaikunth Thukral , Jeffrey Tice , David E. Trilling , Max Turri , Richard Van Berg , Daniel Vanden Berk , Kurt Vetter , Francoise Virieux , Tomislav Vucina , William Wahl , Lucianne Walkowicz , Brian Walsh , Christopher W. Walter , Daniel L. Wang , Shin-Yawn Wang , Michael Warner , Oliver Wiecha , Beth Willman , Scott E. Winters , David Wittman , Sidney C. Wolff , W. Michael Wood-Vasey , Xiuqin Wu , Bo Xin , Peter Yoachim , Hu Zhan

To fulfill the requirements of space object cataloging and enable automated intelligent responses to anomalous events, we designed a novel observation scheduling system named Sky Survey Schedule (SSS). This framework facilitates coordinated…

Instrumentation and Methods for Astrophysics · Physics 2025-09-04 Kai-Tian Yuan , Hou-Yuan Lin

The Large Synoptic Survey Telescope (LSST) is uniquely equipped to search for Solar System bodies due to its unprecedented combination of depth and wide field coverage. Over a ten-year period starting in 2022, LSST will generate the largest…

The Large Synoptic Survey Telescope (LSST) will be the largest time-domain photometric survey ever. In order to maximize the LSST science yield for a broad array of transient stellar phenomena, it is necessary to optimize the survey…

Instrumentation and Methods for Astrophysics · Physics 2016-05-12 Michael B. Lund , Robert J. Siverd , Joshua A. Pepper , Keivan G. Stassun

The emergence of Agile Earth Observation Satellites (AEOSs) has marked a significant turning point in the field of Earth Observation (EO), offering enhanced flexibility in data acquisition. Concurrently, advancements in onboard satellite…

Networking and Internet Architecture · Computer Science 2025-06-16 Antonio M. Mercado-Martínez , Beatriz Soret , Antonio Jurado-Navas

Operating Earth observing satellites requires efficient planning methods that coordinate activities of multiple spacecraft. The satellite task planning problem entails selecting actions that best satisfy mission objectives for autonomous…

Artificial Intelligence · Computer Science 2020-08-20 Duncan Eddy , Mykel J. Kochenderfer

Robotic telescopes present the opportunity for the sparse temporal placement of observations when period searching. We address the best way to place a limited number of observations to cover the dynamic range of frequencies required by an…

Astrophysics · Physics 2009-11-11 Eric S. Saunders , Tim Naylor , Alasdair Allan
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