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Asset Management Nexus · Financial discipline overview

Financial discipline overview

Asset management is the professional management of investments on behalf of others. As a discipline, it draws on financial economics, statistics and risk engineering to understand how assets are priced, how risk is measured and how portfolios behave under stress. This page describes the discipline as research, not execution: what experts study and why it matters for systemic risk.

Publisher
The Global Risks Alliance
Field
Capital markets and investment, Climate and hazards, Biodiversity and nature
Status
Established
Service level
R0: information and enquiries

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NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

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For financial discipline overview, in GRA's spatial-finance reading, the map opens on population density and night lights with built-up and settlement extent from NASA GIBS, framed on North America; every other NASA layer, live feed and forecast waits in the layer list.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · GDACS · CIESIN/Columbia, NASA SEDAC HBASESources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MODIS land products (vegetation indices, gross primary production, land cover), NASA LP DAAC and LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Live: GDACS (EC JRC / UN OCHA) Events are indicative, not official warnings.
  • Context: CIESIN/Columbia, NASA SEDAC HBASE. Center for International Earth Science Information Network (CIESIN), Columbia University, and NASA Socioeconomic Data and Applications Center (SEDAC): Global Human Built-up And Settlement Extent (HBASE) 2010; Seto, Guneralp and Hutyra 2012, Global Grid of Probabilities of Urban Expansion to 2030; Global Urban Heat Island (UHI) Data Set, 2013.
  • Optional layers (35 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026
  • Land surface temperature, day, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE · 14 Sep 2026
  • Land cover type (IGBP), yearly: MODIS Terra and Aqua land cover (MCD12Q1), NASA LP DAAC · 2024
  • Enhanced vegetation index, rolling 8 days: MODIS Terra EVI, NASA LANCE · 13 Oct 2026

STEM methods
4
Canonical methods this field applies
Topics
9
Subject pages in the field
Counterparts
10
Platforms in shared fields at GCRI, GRF and GRA
Report series
2
Nexus Reports series it contributes to
01In brief

The short answer.

The Asset Management Nexus sector overview covers public and private asset management, long-term risk, stewardship and systemic investment exposures. It sets out who is in scope, from portfolio researchers and investment managers, how risk reaches the sector and how it travels onward, analysed with portfolio concentration, disclosure methods and long-horizon scenarios. GRA builds shared industry understanding and does not advise, rate or assess individual firms.

02Canvas

One field, three institutions.

Canvas · one field, three institutionsDesign, not a record
One field, three institutions: Asset Management Nexus and its counterpartsGCRI studies the field as science, GRF governs and convenes it, GRA builds shared financial understanding; the Nexus Universe tests work across them and the competent authorities decide. Design of the arrangement, not a record.

Fig.How GCRI, GRF and GRA share one field while the authorities decide. Design, not a record.

03Console

Field overview, in outline.

The working screen behind this subject: its structure, terms and states. Names are placeholders and values illustrative.

Field overview: the screen's structure, terms and states for Asset management.Placeholder names and illustrative values; a design, not a record or a live system.
04The discipline

What asset management research studies.

Research in asset management covers asset pricing, which asks why expected returns differ across assets; portfolio construction and risk measurement; the behaviour of investors and institutions; market liquidity; and the governance of investment organizations. It uses financial economics and macro-finance, econometrics and financial and risk engineering.

Systemic risk research asks how shocks that affect many assets at once are transmitted and amplified, and how investor behaviour, fund structures and benchmarks contribute.

05Fund rules

The regimes that shape how risk is held.

RegimeRelevance to physical and transition risk
UCITS and AIFMD (EU)Liquidity management tools and risk management requirements for funds
SFDR (EU)Sustainability risk integration and product disclosures; under review
IOSCO liquidity recommendationsMatching asset liquidity with redemption terms
Stewardship codesEngagement with investee companies on material risks

Shocks travel between these parts, and Asset Management Nexus studies the links: Which share of a portfolio's value sits in places or sectors exposed to the same shock? The evidence base is asset-level data, issuer ownership and hazard layers.

06Why it matters

Asset management connects savings to the real economy.

Beneficiaries

Retirement and savings

Pension and savings outcomes for many people depend on how long-horizon risks are managed.

Economy

Capital allocation

Investment decisions shape which companies and infrastructure are financed.

Stability

Market functioning

Collective investor behaviour can stabilise or destabilise markets, studied with Financial Stability.

07Research, not execution

How the platform approaches the discipline.

  • It studies methods, data and evidence; it does not manage, select or recommend investments.
  • It examines shared exposures such as portfolio concentration and long-horizon risk across the industry.
  • It assesses the limits of data and disclosure.
  • It keeps clear the line between research and advice, set out in fiduciary boundaries.

This page is general research for professional understanding. It is not investment, legal or tax advice and does not recommend any security, strategy or manager.

08Connections

How the discipline links to other fields.

Physical and ecological risks to assets are studied by GCRI platforms such as Climate and Hazards and the Biodiversity Nexus. Transmission into the wider financial system is set out in financial-system transmission.

The field gateways for capital markets and investment, climate and hazards and biodiversity and nature list every Consortium platform working on these subjects.

09Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Transmission channelThe route by which a shock reaches financial institutions' balance sheets.
Liquidity mismatchThe gap between how quickly a fund promises to repay investors and how quickly it can sell its assets without loss.
StewardshipInvestors' use of ownership rights and influence, through voting, engagement and escalation, to protect long-term value.
Systemic riskThe risk of disruption to financial services caused by impairment of all or parts of the financial system, with serious consequences for the real economy, as the IMF, FSB and BIS define it.
10Sources

Where this page's references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

11Pages

Pages in Financial discipline overview.

12Questions

Questions and answers.

Is this platform for retail investors?
No. It is a professional research community. It does not provide advice to anyone.
Does the platform cover private markets?
Yes. Private equity, private credit and real assets are part of its scope, alongside listed markets.
Why treat asset management as a systemic issue?
Because common holdings, benchmarks and behaviour can make many investors act alike under stress.
How does the platform choose research questions?
By looking for questions that every institution faces and none can answer alone, such as how to measure common exposures. Questions that touch commercial decisions are excluded.
Asset Management Nexus

Bring your expertise to this field.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

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