Shiina, Hironobu

1 files · 3.5 MB · pdfdeclared

本論は『日本書紀』の記録構造を春秋二倍暦という視点から再検討し、 修正した年代に対して中国および朝鮮半島の史書と比較・検証を行い、分析したものになります。 *基本的には最新版をダウンロードしてください Author's Note: 本論は著作権保持(All Rights Reserved.)での公開になります。 商業・非商業を問わず、事前許可のない転載・再配布・翻訳・要約等を一切禁止いたします。 連絡先: Website: https://tsurezureblog.sakuraweb.com/contact E-mail: h.shiina.contact@gmail.com (注)本論は長文であるため、現時点では英語版の作成は予定しておりません。 今後、本論の要約または簡略化した内容をもとに英語版を作成する可能性があります。 バージョン1は DOI 付与のために一時的に公開後、すぐに非公開設定にしたものであり、内容はバージョン2と同一です。 「日本書記」となっている箇所が多数あったため『日本書紀」に修正しました、誤字なのでバージョン2も非公開にします-2025年10月 誤字・脱字の修正-2025年11月1日 第四部で3箇所を追記と誤字脱字の修正-2025年11月2日 第三部で一箇所追記、誤字脱字の修正-2025年11月4日 第二部で1箇所追記-2025年11月7日 第二部で2箇所追記-2025年11月8日 第三部で2箇所修正等-2025年11月9日 第二部と第三部で各1箇所修正-2025年11月22日 第四部で3箇所修正、文言の調整-2026年1月6日 第四部を加筆修正-2026年1月8日 文の整形と第四部を加筆修正-2026年1月15日 文の整形・誤字脱字の修正と第四部を加筆修正-2026年1月24日 第四部を加筆修正-2026年1月26日 第三部と第四部を加筆修正-2026年2月19日 第二部を加筆修正-2026年3月6日 第一部を加筆修正-2026年3月9日 第二部及び第四部を加筆修正-2026年3月25日 第四部を加筆修正-2026年4月6日 第四部を加筆修正-2026年4月9日 第一部から第四部を加筆修正-2026年4月10日 第三部と第四部を加筆修正-2026年4月13日 第四部の文言の調整および加筆修正-2026年4月14日 誤字の修正と第二部の文言の調整および加筆修正-2026年4月25日 文章の整形及び第一部、第二部、第三部の加筆修正-2026年5月15日 文章の整形及び第四部の加筆修正-2026年6月5日 第二部及び第四部の加筆修正-2026年6月5日 前文の注意及び第四部の加筆修正-2026年6月27日 第三部と第四部の加筆修正-2026年7月4日 第三部と第四部の修正-2026年7月10日 This paper reexamines the chronological structure of the Nihon Shoki from the perspective of the Spring-Autumn Double-Year calendar system. It analyzes and compares the reconstructed chronology with historical records from China and the Korean Peninsula. Author's Note: This work is published under All Rights Reserved. Any reproduction, redistribution, translation, or summary without prior permission-whether for commercial or non-commercial purposes-is strictly prohibited. Notice: In principle, please always check for and download the latest version of this record. Contact: Website: https://tsurezureblog.sakuraweb.com/contact E-mail: h.shiina.contact@gmail.com Note: Because this paper is long, an English version is not planned at this time. However, a simplified or summarized English version may be prepared in the future. *Version 1 was temporarily published and immediately set to private solely for DOI registration purposes. The content is identical to Version 2, which serves as the publicly available version. *Several instances of "日本書記" were corrected to "日本書紀." As these were only typographical errors, Version 2 will remain private.- October 2025 Correction of typos and omissions. -2025/11/1 Three additions were made in Part 4, and correction of typos and omissions. -November 2, 2025 Added one section to Part 3 and corrected typos and grammatical errors - November 4, 2025 Added one section to Part 2 and corrected typos and grammatical errors - November 7, 2025 Added two section to Part 2 and corrected typos and grammatical errors - November 8, 2025 Added two section to Part 3 and corrected typos and grammatical errors - November 9, 2025 One correction each in Part 2 and Part 3 - November 22, 2025 Adjustments to expressions - January 6, 2026 Part 4 revised and updated - January 8, 2026 Part 4 revised and updated - January 15, 2026 Part 4 revised and updated - January 24, 2026 Part 4 updated - January 26, 2026 Part 3 and 4 revised and updated - February 19, 2026 Part 2 revised and updated - March 6, 2026 Part 1 revised and updated - March 9, 2026 Part 2&4 revised and updated - March 25, 2026 Part 4 revised and updated - April 6, 2026 Part 4 revised and updated - April 9, 2026 Part 1, 2, 3 and 4 revised and updated. - April 10, 2026 Part 3 and 4 revised and updated. - April 13, 2026 Part 4 revised and updated. - April 14, 2026 Part 2 revised and updated. - April 25, 2026 Text formatting and revisions to parts 1, 2, and 3. - May 15, 2026 Text formatting and revisions to parts 4. - May 15, 2026 Part 2 and 4 revised and updated. - June 25, 2026 Revised the preamble and Part 4.- June 27, 2026 Part 3 and 4 revised and updated. - July 4, 2026 Part 3 and 4 revised and updated. - July 10, 2026

Fobbe, Sean

5 files · 155 MB · pdf, zipdeclared

Überblick Dieses Skript wertet das amtliche Internetangebot Gesetze im Internet der Bundesrepublik Deutschland vollständig aus und ist die Grundlage des Corpus des Deutschen Bundesrechts (C-DBR) . Alle mit diesem Skript erstellten Datensätze werden dauerhaft kostenlos und urheberrechtsfrei auf Zenodo, dem wissenschaftlichen Archiv des CERN, veröffentlicht. Alle Versionen sind mit einem separaten und langzeit-stabilen (persistenten) Digital Object Identifier (DOI) versehen. Die neueste Version des Datensatzes ist zusätzlich immer über den Link der Concept DOI erreichbar: https://doi.org/10.5281/zenodo.3832111 Lesen Sie bitte zuerst den Compilation Report! Dieser enthält den Source Code für die gesamte Pipeline, relevante Rechenergebnisse, alle Diagramme, Zeitstempel, sowie ein detailliertes und klickbares Inhaltsverzeichnis. Sie werden sich auf diese Weise viel schneller im eigentlichen Source Code zurechtfinden. Aktualisierung Dieser Datensatz wird ca. alle 3 Monate aktualisiert. Benachrichtigungen über neue und aktualisierte Datensätze veröffentliche ich immer zeitnah auf Mastodon unter @seanfobbe@fediscience.org NEU in Version 2026-07-09 Vollständige Aktualisierung der Daten Ausführung der Pipeline in Userland im Container Neues Skript für Zenodo Upload Funktionsweise Primäre Endprodukte des Skripts sind folgende ZIP-Archive: Der volle Datensatz im CSV-Format, unterteilt in Einzelnormen (nur Rechtsakte mit veröffentlichtem Normtext) Die Metadaten aller Einzelnormen im CSV-Format (wie 1, aber ohne Text-Variable) Der volle Datensatz im CSV-Format, unterteilt in Rechtsakte (nur Rechtsakte mit veröffentlichtem Normtext) Die Metadaten aller Rechtsakte im CSV-Format (wie 3, aber ohne Text-Variable) Die Metadaten aller veröffentlichten Rechtsakte, im CSV-Format (unabhängig davon ob Normtext veröffentlicht wurde) Der volle Datensatz im XML-Format, unterteilt in Rechtsakte (Originaldaten von GII) Alle Anlagen zu den XML-Dateien im jeweiligen Original-Format (Originaldaten von GII) Alle Rechtsakte im TXT-Format, unterteilt in Rechtsakte (deutlich reduzierter Umfang an Metadaten) Alle Rechtstexte im PDF-Format, unterteilt in Rechtsakte (deutlich reduzierter Umfang an Metadaten) Alle Rechtstexte im EPUB-Format, unterteilt in Gesetze (deutlich reduzierter Umfang an Metadaten) Alle Analyse-Ergebnisse (Tabellen als CSV, Grafiken als PDF und PNG) Netzwerk-Strukturen (Adjazenzmatrizen, Edgelists, GraphML, und Netzwerk-Diagramme) für alle Rechtsakte (experimentell!) Alle Ergebnisse werden im Ordner `output` abgelegt. Zusätzlich werden für alle ZIP-Archive kryptographische Signaturen (SHA2-256 und SHA3-512) berechnet und in einer CSV-Datei hinterlegt. Systemanforderungen Docker Docker Compose 6 GB Speicherplatz auf Festplatte Multi-core CPU empfohlen (8 cores/16 threads für die Referenzdatensätze). In der Standard-Einstellung wird das Skript vollautomatisch die maximale Anzahl an Rechenkernen/Threads auf dem System zu nutzen. Die Anzahl der verwendeten Kerne kann in der Konfigurationsatei angepasst werden. Wenn die Anzahl Threads auf 1 gesetzt wird, ist die Parallelisierung deaktiviert. Anleitung Schritt 1: Ordner vorbereiten Kopieren Sie bitte den gesamten Source Code in einen leeren Ordner (!), beispielsweise mit: $ git clone https://codeberg.org/seanfobbe/c-dbr Verwenden Sie immer einen separaten und leeren (!) Ordner für die Kompilierung. Die Skripte löschen innerhalb von bestimmten Unterordnern (files/, temp/, analysis/ und output/) alle Dateien die den Datensatz verunreinigen könnten --- aber auch nur dort. Schritt 2: Docker Image erstellen Ein Docker Image stellt ein komplettes Betriebssystem mit der gesamten verwendeten Software automatisch zusammen. Nutzen Sie zur Erstellung des Images einfach: $ bash docker-compose build --pull Schritt 3: Datensatz kompilieren Falls Sie zuvor den Datensatz schon einmal kompiliert haben (ob erfolgreich oder erfolglos), können Sie mit folgendem Befehl alle Arbeitsdaten im Ordner löschen: $ git clean -fdx Den vollständigen Datensatz kompilieren Sie mit folgendem Skript: $ bash docker-run-project.sh Ergebnis Der Datensatz und alle weiteren Ergebnisse sind nun im Ordner output/ abgelegt. Pipeline visualisieren Sie können die Pipeline visualisieren, aber nur nachdem sie die zentrale .Rmd-Datei mindestens einmal gerendert haben: > targets::tar_glimpse() # Nur Datenobjekte > targets::tar_visnetwork() # Alle Objekte Troubleshooting Hilfreiche Befehle, um Fehler zu lokalisieren und zu beheben. > tar_progress() # Zeigt Fortschritt und Fehler an > tar_meta() # Alle Metadaten > tar_meta(fields = "warnings", complete_only = TRUE) # Warnungen > tar_meta(fields = "error", complete_only = TRUE) # Fehlermeldungen > tar_meta(fields = "seconds") # Laufzeit der Targets Weitere Open Access Veröffentlichungen (Fobbe) Website - www.seanfobbe.de Open Data - https://zenodo.org/communities/sean-fobbe-data/ Source Code - https://zenodo.org/communities/sean-fobbe-code/ Volltexte regulärer Publikationen - https://zenodo.org/communities/sean-fobbe-publications/ Urheberrecht Der Source Code und alle von mir bereitgestellten Rohdaten stehen unter der GNU General Public License v3.0 oder später. Kontakt Fehler gefunden? Anregungen? Kommentieren Sie gerne im Issue Tracker oder kontaktieren Sie mich über www.seanfobbe.de

Romero-Luis, Juan · Magalhães, Joana · Vilaseca, Heloise · et al.

1 files · 4.2 MB · pdfdeclared

This industrial research report examines the feasibility of citizen participation in co-creating narratives for science communication audiovisual products, focusing specifically on Extended Reality (XR) technologies-including Virtual, Augmented, and Mixed Reality. Based on a pilot study utilizing Science For Change's (SFC) co-creation methodology, two distinct methodological approaches were evaluated: an optimization phase for predefined use cases and an exploratory phase aimed at identifying new opportunities. The findings suggest that the effectiveness of narratives in immersive environments depends not only on technical viability, but also on building trust and the user's perceived utility. The study concludes that while the first approach-focused on predefined cases-is effective for validating existing products and mitigating adoption barriers, the second, exploratory approach is indispensable for uncovering unmet social needs. Finally, the report outlines six strategic recommendations for implementing participatory design processes, emphasizing the need to work with homogeneous population samples and multidisciplinary teams to ensure the seamless transfer of citizen insights into the final audiovisual script.

von der Heyde, Leah

1 files · 39 KB · pdfdeclared

In this presentation, use cases for LLMs in survey research are introduced. The presentation also covers LLM- and design-induced errors and quality assessment and best practices. Presentation available after free registration: https://elearning.gesis.org/course/view.php?id=205#module-7461

Kalantidou, Eleni

1 files · 1.1 MB · pdfdeclared

Design psychology has been present for decades through practitioners 'humanizing' design and comforting users. As impromptu-practiced, it has been enabling the current economic paradigm and its consequent side-effects including environmental degradation and social exclusion. By contrast, Intentional Design Psychology has been conceptualized to purposefully bring critical transdisciplinary voices together, generating collective designs able to support and be supported by adaptive and resilient psychologies. In this paper, Intentional Design Psychology's concepts and loose ideological framework are discussed as provocations for rethinking aspects of Transition Design's framework. To expand chosen Transition Design's Mindsets and Postures , Tools and Practices , the paper presents an in-depth exploration of shaping and shifting behaviors through the practices of Di/de with Care (detaching, destroying, disassembling and discomforting) and Community-led Behavioral Change . The aspiration is to enrich Transition Design's framework and its mission toward regenerative futures whilst inviting theorists, practitioners and researchers to play with Intentional Design Psychology's ideas.

Mittermeier, Rainer Andreas

1 files · 1.9 MB · pdfdeclared

Mittermeier Attractor Theory (MAT) develops a radical inversion of the explanatory order of physics: the universe is treated not as a collection of independently fitted constants, sectors, and initial conditions, but as the finite readout of a single arithmetic-spectral closure architecture. Starting from the plastic seed ρ³ = ρ + 1, MAT constructs a finite quantum-support cell, transports its boundary defect through a forty-dimensional trace, and matches the resulting coordinate to an exactly back-integrated two-threshold vacuum flow. This matching condition selects Λ₀* = 2.816998732893824 × 10⁻¹²². Within the same architecture, the resulting source axis generates matter, primordial, baryonic, radiation, Hubble, CMB, and laboratory readouts, together with Higgs/flavor and neutrino targets. The dimensional sector closes through a graded electron boundary action and the Rydberg bridge. With the Rydberg wavenumber as the sole non-exact dimensional anchor, together with the exact defining constants of the 2019 SI, MAT reconstructs the complete Planck-unit ledger (ℓₚ, tₚ, Mₚ, Tₚ, qₚ), the full derived Planck system, and G(MAT) = 6.674240942595433 × 10⁻¹¹ m³ kg⁻¹ s⁻², without measured gravity or Hubble calibration entering the forward chain. At the ultraviolet boundary, MAT replaces the classical zero-radius singular origin with a finite cell characterized by nonzero radius, entropy, density, temperature, and curvature. The same entropy defines a black-hole compactness crossing and a finite information ledger, supports a horizon-area counting map, anchors an explicit-formula/Riemann-Weil transport coordinate, and enters a conditional lithium-seven boundary-transfer companion. The same vacuum root also fixes the de Sitter entropy and the origin-to-endstate interval. Taken together, the construction yields one unifying result within MAT: quantities and laws that appear across separate physical theories become correlated projections of a single finite mathematical object spanning the origin, the observable universe, and its asymptotic endstate. MAT therefore recasts unification itself-not as an accumulation of sectors connected by additional parameters, but as one mathematical closure appearing in different physical regimes.

Liang, Zhihua

1 files · 6.5 MB · pdfdeclared

PDF-only public-review version 2.0 of a monograph-scale manuscript on the K4 cell framework (1003 pages). The citable release unit is the manuscript PDF plus review metadata; technical criticism is invited through the linked GitHub review surface. New relative to v1.0 (2026-05-20): 31 primary predictions plus twenty companion refinements; a two-term cosmological-constant readout at 0.9 sigma; neutrino-sector closures (normal ordering derived, Majorana phase point value m_bb = 3.69 meV, theta_23 octant, leptogenesis sign lock with the standing falsifier sin(delta_CP) < 0); structure theorems (spontaneous CP orientation, readout-conservativity closure with a complete topological-memory census, and a cell-bootstrap theorem reducing the axiom base to the existence of the cell lattice); and a Lean 4 release sign-off ledger over all 771 theorem rows (727 Lean-certified at full granularity, remainder explicitly tiered). The v1.0 erratum items (Part 1 operator-norm reconstruction chain) are incorporated. Separate manuscript-source, software-code, numerical-script, and full reproduction packages are deferred to later releases unless explicitly stated otherwise.

Brenning, Alexander · Frank, Jonathan Karl · Suesse, Thomas

2 files · 100 MB · pdf, zipdeclared

Code and synthetic data accompanying the study "Bias-corrected Exceedance Mapping of Groundwater Nitrate Using Geostatistical and Machine-Learning Models", currently in press in Environmental Modelling & Software (preprint available in SSRN at https://ssrn.com/abstract=6875198 ) The research demonstrates why thresholding point predictions can lead to biased estimates of environmental exceedance areas, and shows how exceedance-probability mapping with area calibration can reduce this bias. The repository provides R scripts and mock data to illustrate the full analysis workflow. The data are entirely synthetic, or fake, but they mimic the distributional characteristics of the real-world data analyzed in the paper. The synthetic data are intended only to demonstrate the methods and reproducible workflow, not to support substantive conclusions about groundwater nitrate. The associated publication should be cited when using the code or synthetic data published in this repository.

Hirai, Tadashi · Comim, Flavio · Ikemoto, Yuki

1 files · 352 KB · pdfdeclared

Abstract Subjective information about people's quality of life has always received bad press in the human development paradigm and the capability approach, despite their influence in the promotion of human-centred policies. But, there are arguments put forward by their founders, Amartya Sen and Martha Nussbaum, that subjective information, or happiness, can play several important roles in thinking about human development policies. Thus, the purpose of this paper is to examine how happiness can be part of human development and capability strategies. For this aim, Sen and Nussbaum's views on happiness will be reviewed and compared to understand the value of subjective information in their work.

Barbazo, Valentin · Rival, Xavier

3 files · 3.7 GB · pdfdeclared

This is the artifact for the paper Shape Abstraction of Thread Interferences to be published at SAS 2026 . It consists of a modified version of the MemCAD static analyzer, an abstract interpreter for C programs specialized in the inference and verification of memory properties. Our extension implements a rely-guarantee-based shape analysis for concurrent programs, and the evaluation is performed on several clients of the Treiber stack data structure. We provide a virtual machine containing the source code and benchmarks required to reproduce the experiments. The accompanying README.pdf provides step-by-step instructions for installing the artifact, running the experiments, and inspecting the analysis results.

Elving, Wim

1 files · 5.7 MB · pdfdeclared

This inaugural volume, Breaking Barriers: Accelerating Transitions, brings together papers and abstracts presented at the Conference on Energy, Livestock, and Mobility Transitions, part of the New Energy Forum in Groningen. The publication reflects both the rapid development of the energy transition and the growing role of practice-oriented research at Universities of Applied Sciences. It highlights the evolution of Entrance, Hanze University of Applied Sciences' Centre of Expertise Energy, from a small initiative into a leading multidisciplinary research institute with unique facilities for testing future energy systems. The book also underscores the importance of integrating engineering, economics, law, behavioral sciences, and communication to address complex societal transitions. By launching this publication series, Entrance aims to strengthen the visibility and professionalization of applied research, encourage broader academic dissemination of practical innovations, and establish a foundation for future peer-reviewed editions.

Keim, Leon · Hägele, Steffen

6 files · 3.9 MB · pdf, zipdeclared

This repository combines the hardware design files, software library, and deployment scripts for LibrePiLogger, an open-source, low-cost data logging platform built around the Raspberry Pi for long-term environmental monitoring using Modbus sensors. The platform was developed at the Institute for Modeling Hydraulic and Environmental Systems (IWS), University of Stuttgart, and has been deployed for continuous CO₂ and ²²²Rn monitoring in karst environments. The hardware design files describe two configurations assembled entirely from off-the-shelf components (Raspberry Pi, RS485 interface, power supply) at a total cost of 54-63 &euro;. Sensor communication is handled by AtmosPyre, a Python library that abstracts Modbus communication over RS485 with built-in support for CO₂ and ²²²Rn sensors; new instruments can be added via a lightweight driver of approximately 100 lines. Deployment across one or many units is automated by senso-pi, an Ansible-based toolkit that handles hardware configuration, dependency installation, and systemd service setup for RS485 sensors using AtmosPyre. Data is logged to timestamped CSV files with JSON metadata. Files in this repository: wiring_diagram_usb.pdf / wiring_diagram_usb.svg : wiring diagram for the maximal setup (Raspberry Pi 4 with USB-to-RS485 converter). wiring_diagram_hat.pdf / wiring_diagram_hat.svg : wiring diagram for the minimal setup (Raspberry Pi Zero with RS485 CAN HAT). atmospyre-v1.0.1.zip : source archive of the AtmosPyre Python library (Modbus sensor communication) at release v1.0.1. senso-pi-v1.0.1.zip : source archive of the senso-pi Ansible deployment toolkit at release v1.0.1. The AtmosPyre and senso-pi archives are frozen snapshots of a tagged release. For the latest development version, bug fixes, and updates, use the corresponding Git repositories instead: AtmosPyre at gitlab.com/libre-pilogger/atmospyre and senso-pi at gitlab.com/libre-pilogger/senso-pi . This repository accompanies the manuscript "A Flexible Raspberry Pi-Based Data Logger Platform for Modbus Sensors with Ansible Deployment", submitted to HardwareX.

Kuhlmann, Alexander · Sarajan, Myka Harun · Mahreen, Kahkashan · et al.

1 files · 2.8 MB · pdfdeclared

Abstract. Streptococcus pneumonia is the primary cause of morbidity and mortality in infants and children globally. Invasive pneumococcal disease (IPD) incidence is affected by various risk factors such as age and comorbidities. Additionally, this bacterium is a major cause of community-acquired pneumonia (CAP), leading to higher rates of hospitalization, especially among older adults. Vaccination with pneumococcal conjugate vaccines (PCVs) has proven effective, but the demographic transition in Germany poses a challenge. This study introduces a novel stochastic approach by integrating a population forecast model into a transmission dynamic model to investigate the future burden of pneumococcal diseases in three age groups (0-4, 5-59, and 60 and older). Our simulations, presented through mean predictions and 75% prediction intervals, indicate that implementing PCV13 (13-valent pneumococcal conjugate vaccine) until the year 2050 results in reduced cases of IPD and CAP in all age groups compared to scenarios without infant vaccination. However, cases with non-vaccine serotypes may persist at higher levels compared to scenarios without infant vaccination. Consequently, there may be a need for improvement in the current national vaccine policy, such as implementing the use of higher-valent PCVs and strengthening adult vaccination uptake.

Pechlivanis, Konstantinos

1 files · 1.7 MB · pdfdeclared

The Left Seat is a developmental companion for the experienced first officer preparing for command. It addresses the quieter, harder side of the transition - how to think like a captain before holding the title, how to build a flight deck that functions better under pressure, and how to make conservative decisions early, while options remain. Organised into eight parts, it moves from the nature of the command transition and its legal and leadership foundations, through the human-factors competencies that command assessment examines, the operational sequence of a flight and the management of non-normal events, the relational and cross-cultural dimension of leading a crew, and preparation for the assessment itself and the first months in the seat. It is a peer-to-peer, non-evaluative working tool built around structured reflection prompts rather than model answers, complemented by a self-assessment and a command reference card.

Silva, Liliana · Gonçalves, João

1 files · 3.3 MB · pdfdeclared

Abstract Accurate burned area mapping is essential for wildfire damage assessment, post-fire management and fire regime analysis in fire-prone Mediterranean landscapes. Classical satellite-based approaches typically rely on spectral indices derived from paired pre- and post-fire optical imagery. Recently released geospatial embedding datasets, such as AlphaEarth and TESSERA, provide compact, ready-to-use representations of Earth observation data that may support burned area classification with lower event-specific processing requirements. However, their performance relative to established spectral workflows remains insufficiently assessed. This study compares AlphaEarth and TESSERA against a Sentinel-2 spectral baseline for machine learning-based burned area classification across twenty wildfire events from the official 2024 ICNF burned area catalogue for Portugal. Burned and unburned samples were generated from official fire perimeters using an adaptive, area-proportional sampling strategy. The Sentinel-2 baseline was constructed from pre- and post-fire temporal windows combining original bands, spectral indices and difference features. Random Forest, Support Vector Machine and Gradient Boosting classifiers were evaluated using five-fold GroupKFold cross-validation grouped by fire event, ensuring that no wildfire contributed samples to both training and test sets. TESSERA consistently outperformed AlphaEarth among the embedding-based representations. With Support Vector Machine, TESSERA achieved a mean F1-score of 0.860±0.046, compared with 0.812±0.083 for AlphaEarth. However, neither embedding matched the Sentinel-2 spectral baseline, which achieved the strongest overall performance with a mean F1-score of 0.895±0.027. Both embeddings showed reduced performance when features were extracted from the year following the fire rather than from the fire year itself, with F1-scores decreasing from 0.812 to 0.722 for AlphaEarth and from 0.860 to 0.796 for TESSERA. Spatial prediction maps generated with the best-performing TESSERA/SVM model reproduced coherent burned area patterns for two large fire events, although the quantitative evaluation remained sample-based rather than fully cartographic. These results indicate that geospatial embeddings are promising scalable complements to spectral workflows, rather than direct replacements. TESSERA, in particular, approaches spectral-baseline performance while avoiding event-specific image differencing, making it useful when a single annual feature layer must support the classification of multiple fire events. Nevertheless, when accurate fire dates and suitable Sentinel-2 imagery are available, a purpose-built spectral baseline remains the stronger option.

Williams, Thomas C.

1 files · 167 KB · pdfdeclared

Agentic AI is shifting AI governance from model oversight toward action oversight. The central governance problem is no longer only whether a model produced an inaccurate, biased, or unsafe output. It is whether an AI-mediated system was authorized to take a consequential protected action, whether evidence of that action can be independently verified, and whether a party with standing can rely on that evidence for a defined purpose. Existing governance artifacts, including policies, approvals, logs, lineage records, observability data, runtime controls, and audit trails, are necessary but not sufficient. They can show that something happened, or that a system permitted it, without showing that the action carried valid, scoped, current authority or that the resulting evidence can survive dispute outside the system that produced it. ProofRail is proposed as a reference architecture and institutional grammar for this problem. It separates protected-action evidence from verification, verification from governed reliance, and governed reliance from broader institutional legitimacy. The paper introduces the ProofRail ladder: Iron controls, Bronze evidences, Silver verifies, Gold relies, and Platinum federates.

Gonçalves, Adelino

1 files · 2.7 MB · pdfdeclared

Original English version of the essay " A gente que é gente" [All we want is people]. Notes on the uphill struggle against depopulation in rural areas p ublished in Umbigo, No. 96 (2026). The essay reflects on the abandonment of rural territories beyond demographic decline or economic growth narratives, exploring care, permanence, landscape, and territorial communities as alternative ways of imagining the future of inland territories. Written in the form of an essay, it brings together perspectives from architecture, landscape studies, and territorial development. This version is made openly available with the permission of Umbigo magazine.

Gonçalves, Adelino

1 files · 2.7 MB · pdfdeclared

Vers&atilde;o original em português do ensaio "A gente quer é gente". Notas para uma luta lenta contra o abandono do interior, publicado na revista Umbigo, n.&ordm; 96 (2026). O texto prop&otilde;e uma reflex&atilde;o sobre o abandono dos territórios rurais para além das leituras centradas na perda demográfica ou no crescimento económico, explorando os conceitos de cuidado, permanência, paisagem e comunidades territoriais como formas alternativas de imaginar o futuro dos territórios do interior. Assumindo a forma de um ensaio, articula perspetivas da arquitetura, dos estudos da paisagem e do desenvolvimento territorial. Esta vers&atilde;o é disponibilizada em acesso aberto com autorizaç&atilde;o da revista Umbigo.

Fernández, Juan Gabriel · Castrillo, Enrique · Juza, Mélanie · et al.

1 files · 1.6 MB · pdfdeclared

This factsheet presents the main objectives and resources of the "Ocean Glider" Service of the "Integration of Coastal Ocean Observations Along Europe" VLab