Air and Space Law Commons^™

Using Machine Learning To Predict State Compliance With International Legal Obligations For Registration Of Space Objects: Comparative Performance Of Logistic Regression And Dense Neural Network Models, Jonathan K. Sawmiller

Student Publications

Approximately 12% of satellites and other objects launched into outer space have not been registered with the United Nations (UN) as required by international law. To predict whether States will register a launched space object and understand what factors influence a registration decision, data from a UN online index of space objects was used to train and select the best machine learning model. After preparation, the dataset had 1938 datapoints with 11 features, with categorical features simplified and converted to binary.

Multiple variations of classical logistic regression models were compared to multiple variations of dense neural network models. The best …

Innovative Thinking: Modernizing Outer Space Governance, Diane M. Janosek

Catholic University Journal of Law and Technology

Space security is essential to global safety and prosperity. International treaties should modernize and reflect the world’s innovation in space and governance needs. One must look back to 1967 for the inaugural “Outer Space Treaty,” the first and only binding multilateral agreement for peaceful space use and exploration. In 50 years, technologies and space capabilities have evolved; an updated global treaty and agreement should be developed and evaluated. Both China and Russia have demonstrated their capability to degrade and/or destroy adversaries’ satellites in space. Space wars are no longer a hypothetical. The future once discussed and anxiously anticipated after Sputnik …

Nebulous Law: Using Soft Law To Give Structure To The Amorphous Rpo Industry, Kylie Mclaughlin

St. John's Law Review

(Excerpt)

Imagine looking down at your smartphone and realizing that you cannot make phone calls or access the internet. A communications satellite enabling these functions on your cellphone has just been struck by a piece of uncontrolled space debris. Now, imagine being in the aftermath of a natural disaster, and search and rescue teams do not know you and your family are missing or in distress. A satellite within the International Satellite System for Search and Rescue has just run out of fuel. Finally, imagine trains, planes, and ships remaining in their stations, gates, and ports because each has lost …

Legal Implications Of Direct Satellite Broadcasting – The U.N. Working Group, Nancy M. Lesko

Georgia Journal of International & Comparative Law

No abstract provided.

Contents

Georgia Journal of International & Comparative Law

No abstract provided.

An Inference About Interference: A Surprising Application Of Existing International Law To Inhibit Anti-Satellite Weapons, David A. Koplow

Georgetown Law Faculty Publications and Other Works

This article presents a thesis that most readers will find surprising, in an effort to develop a novel, simultaneous solution to three urgent, complex problems related to outer space. The three problems are: a) the technical fact that debris in outer space (the accumulated orbital junk produced by decades of space activities) has grown to present a serious hazard to safe and effective exploration and exploitation of space; b) the strategic fact that many countries (notably the United States, China and Russia, but others, too) continue to demonstrate a misguided interest in pursuing anti-satellite weapons, which can jeopardize the security …

Thomas Jefferson, We Have A Problem: The Unconstitutionality Nature Of The U.S.'S Aerospace Export Control Regime As Supposed By Bernstein V. U.S. Department Of Justice , Mike N. Gold

Cleveland State Law Review

All men are created equal, except aerospace workers. This was not how the Declaration of Independence was written, but it is how the U.S. government is currently enforcing its aerospace-related export control restrictions. Specifically, under the auspices of the International Traffic in Arms Regulations (“ITAR”)1 those in the aerospace workforce have unwittingly surrendered their First Amendment rights to free speech. This article will describe how the Ninth Circuit case of Bernstein v. U.S. Department of Justice2 clearly demonstrates the unconstitutional nature of the ITAR and will recommend reforms that would bring America's export control regime back into line with the …

Aviation Insurance, Roger Harris

Dalhousie Law Journal

The first edition of Aviation Insurance was an outgrowth of the author's graduate work at McGill University's Institute of Air and Space Law. Detailed and comprehensive, it filled a noticeable void in Butterworth's Insurance Series.' Dr. Margo has now drawn upon a decade of practice in the field 2 to make a fine book even better.

Space Communications And The Law: Adequate International Control After 1963?, Samuel D. Estep, Amalya L. Kearse

Michigan Law Review

During the current year, a space event of legal and technological significance will occur. The American Telephone and Telegraph Company (A.T. & T.), using the launching facilities of the National Aeronautics and Space Administration (NASA), will launch its first satellite for research in the area of commercial communications.† The A.T. & T. sphere will be the first tested by a private, commercial organization specifically for business purposes- to implement a plan eventually to provide increased and improved telecommunications on a grand scale at a lower cost. The satellite will relay television signals from the United States to England, Germany, and …

The Law-Making Treaties Of The International Telecommunication Union Through Time And In Space, J. Henry Glazer

Michigan Law Review

On the twenty-fifth of June, the Government of the United States of America received an invitation to attend in Russia a conference of plenipotentiaries to consider the revision of an important multilateral convention. Since the conference involved matters which, by American municipal practice, were solely within the competence of private enterprise and not subject to the control of government, the United States at first refused to attend. Russia, however, assured the United States that representatives of private enterprises would be welcome. Relations between these two countries were on such a friendly basis that the United States accepted the invitation extended …

Chapter V: The Right To The Maintenance Of International Peace, Security, And Self-Defense In Outer Space, Carl Q. Christol

International Law Studies

No abstract provided.

Chapter Vii: Conclusions, Carl Q. Christol

International Law Studies

No abstract provided.

Chapter Iv: Reasonable Uses Of Outer Space, Carl Q. Christol

International Law Studies

No abstract provided.

Chapter Vi: Legal Problems Arising From The Reasonable Uses Of Outer Space, Carl Q. Christol

International Law Studies

No abstract provided.

Chapter Ii: Outer Space And The World Community, Carl Q. Christol

International Law Studies

No abstract provided.

Chapter Iii: The Development Of The Law Of Outer Space, Carl Q. Christol

International Law Studies

No abstract provided.