By Melinda Leturi

Abstract:

Humanitarianism is increasingly shaped by the convergence of environmental change, conflict, urbanization, displacement, and public health emergencies. At the same time, advances in geospatial artificial intelligence (GeoAI) are transforming the collection, analysis, and application of geospatial information for humanitarian responses. This paper presents a SALSA-based (Search, Appraisal, Synthesis, Analysis) integrative review examining the intersections of GeoAI, humanitarian action, environmental justice, infrastructure, and governance. Eighty publications, including twelve comprehensive review articles, were examined to identify major research themes, applications, and emerging challenges. The review demonstrates that Humanitarian GeoAI extends beyond technical innovation to encompass interconnected dimensions of infrastructure, analytical methods, humanitarian applications, and environmental justice, ethics, and governance. These findings are synthesized into a conceptual framework illustrating how geospatial infrastructures enable GeoAI methods, which support humanitarian applications and generate outcomes requiring ethical oversight and governance. The analysis identifies two cross-cutting challenges: the humanitarian–military dual-use dilemma, in which shared data, infrastructures, and analytical systems support both humanitarian and military objectives, and the privacy–safety dilemma, where efforts to protect vulnerable populations may simultaneously increase exposure to surveillance and harm. Future advances in autonomous GIS, generative artificial intelligence, and digital twins are likely to further reshape humanitarian practice. This review demonstrates that the future of Humanitarian GeoAI depends not only on technological innovation but also on governance frameworks capable of promoting environmental justice, accountability, and the protection of vulnerable populations.

Read-Me.Org Inc. New York-Philadelphia-Australia. 2026. p.24

Listen, Little Man! is a great physician's quiet talk to each one of us, the average human being, the Little Man. Written in 1946 in answer to the gossip and defamation that plagued his remarkable career, it tells how Reich watched, at first naively, then with amazement, and finally with horror, at what the Little Man does to himself; how he suffers and rebels; how he esteems his enemies and murders his friends; how, wherever he gains power as a "representative of the people," he misuses this power and makes it crueler than the power it has supplanted.

Reich has us to look honestly at ourselves and to assume responsibility for our lives and for the great untapped potential that lies in the depth of human nature.By Wilhelm Reich

NY. Noonday Press. 1974. 138p.

“What emerges with great clarity from the book is that Jung has done immense service both to psychology as a science and to our general understanding of man in society.”—The Guardian
  
“Our psyche is part of nature, and its enigma is limitless.”
 
Since our inception, humanity has looked to dreams for guidance. But what are they? How can we understand them? And how can we use them to shape our lives? There is perhaps no one more equipped to answer these questions than the legendary psychologist Carl G. Jung. It is in his life’s work that the unconscious mind comes to be understood as an expansive, rich world just as vital and true a part of the mind as the conscious, and it is in our dreams—those personal, integral expressions of our deepest selves—that it communicates itself to us. A seminal text written explicitly for the general reader, Man and His Symbolsis a guide to understanding the symbols in our dreams and using that knowledge to build fuller, more receptive lives. 

Full of fascinating case studies and examples pulled from philosophy, history, myth, fairy tales, and more, this groundbreaking work—profusely illustrated with hundreds of visual examples—offers invaluable insight into the symbols we dream that demand understanding, why we seek meaning at all, and how these very symbols affect our lives. By illuminating the means to examine our prejudices, interpret psychological meanings, break free of our influences, and recenter our individuality, Man and His Symbols proves to be—decades after its conception—a revelatory, absorbing, and relevant experience.By Carl G. Jung and M. L. . von Fra nz , Joseph . L. Henderson , Jolande Jacobi, Aniela Jafé

NY. Dell Publishing. 1964. 416p.