Research Standards

Franz-Josef-Land.info is an independent reference project covering the geography, exploration history, maps, wildlife, climate, glaciers, geology, scientific research, and cultural heritage of Franz Josef Land.

Our research standard is based on a simple principle:

important claims should be traceable to evidence.

Because Franz Josef Land has been studied through expedition journals, hand-drawn maps, scientific surveys, satellite observations, archival collections, and modern peer-reviewed research, producing reliable reference material requires more than collecting facts from a single source.

It requires comparing evidence, understanding context, identifying uncertainty, and distinguishing historical observation from modern knowledge.

This page explains how research for Franz-Josef-Land.info should be gathered, evaluated, and presented.

Core Research Principles

Our research process is guided by several principles:

  • verify important factual claims before publication,
  • prefer original or primary evidence when practical,
  • use peer-reviewed research for scientific claims,
  • distinguish historical sources from modern scientific evidence,
  • identify the date and geographic scope of datasets,
  • preserve meaningful uncertainty,
  • avoid unsupported precision,
  • compare conflicting credible sources,
  • provide enough source information for readers to investigate further,
  • and update material when stronger evidence becomes available.

These principles broadly reflect established practices in journalism and scholarly publishing. The Society of Professional Journalists emphasizes verification and use of original sources where possible, while Nature Portfolio describes transparent reporting and reproducibility as central goals of scientific publication.

Our Source Hierarchy

Not all sources serve the same purpose.

We evaluate sources according to the type of claim being researched rather than relying on a single universal ranking.

Primary Historical Sources

For expedition history, primary sources may include:

  • expedition journals,
  • contemporary books,
  • ship logs,
  • original maps,
  • correspondence,
  • contemporary newspaper or scientific reports,
  • photographs,
  • field notes,
  • and archival documents.

These sources are often the strongest evidence for questions such as:

What did an explorer report seeing?

What route did an expedition believe it followed?

What name did an explorer originally give a place?

However, primary historical sources should not automatically be treated as authoritative descriptions of modern geography or science.

An explorer could faithfully record an observation while interpreting it incorrectly.

Peer-Reviewed Research

For scientific topics, preference is generally given to peer-reviewed studies.

Examples include research on:

  • glacier mass balance,
  • sea-ice change,
  • polar-bear ecology,
  • walrus movements,
  • seabird populations,
  • geology,
  • oceanography,
  • climatology,
  • and Arctic ecosystems.

Scientific studies should be read with attention to their methodology and limitations rather than cited only for individual numbers.

Scientific Institutions

Research institutes, universities, scientific agencies, museums, and specialist organizations can provide valuable authoritative material.

Examples may include:

  • polar research institutes,
  • geological surveys,
  • meteorological organizations,
  • museum research departments,
  • national libraries,
  • scientific monitoring programs,
  • and recognized data repositories.

Official Sources

Government and protected-area sources are especially important for current administrative claims.

These may be preferred for:

  • protected-area boundaries,
  • legal status,
  • park regulations,
  • permit requirements,
  • administrative jurisdiction,
  • official station information,
  • and current management rules.

Scholarly Books and Historical Studies

Academic books and specialist historical studies can help synthesize complex material that is spread across multiple primary sources.

They are particularly useful when reconstructing expedition chronology or interpreting archival evidence.

General Reference Sources

General encyclopedias and reference sites may be used to establish basic context or identify leads for further research.

Whenever a claim is important, disputed, specialized, or easily sourced more authoritatively, stronger primary or scholarly sources are preferred.

Verification Before Publication

A factual statement should be checked against an appropriate source before being presented as established fact.

Particular care is given to:

  • expedition dates,
  • ship names,
  • explorer names,
  • coordinates,
  • island names,
  • historical routes,
  • measurements,
  • scientific statistics,
  • protected-area status,
  • and claims about records or superlatives.

Where practical, important claims are checked against more than one independent source.

This is especially valuable when dealing with historical material.

A modern institutional account may summarize an expedition, while the original narrative provides direct evidence.

Comparing the two can reveal transcription errors, later reinterpretations, or differing date conventions.

Primary Sources Do Not Equal Perfect Sources

A primary source is valuable because it comes directly from the period or event under study.

That does not make it infallible.

Historical explorers frequently worked under extraordinary constraints:

  • poor visibility,
  • incomplete maps,
  • moving sea ice,
  • unreliable distance estimates,
  • limited astronomical observations,
  • and difficult weather.

As a result, an original source can be both authentic and incorrect.

For example, a nineteenth-century map may accurately show what its cartographer believed while depicting land that modern exploration later demonstrated did not exist.

Our research therefore separates two questions:

What did the historical source say?

and

What does later evidence indicate?

Both may deserve inclusion.

They should not be confused.

Evaluating Scientific Research

Scientific studies require a different type of reading.

When using a scientific paper, we consider factors such as:

  • publication date,
  • geographic study area,
  • time period,
  • measurement method,
  • number of observations,
  • model assumptions,
  • statistical uncertainty,
  • and stated limitations.

Nature Portfolio’s reporting standards similarly emphasize transparent methods, data availability, and sufficient information to evaluate or reproduce scientific results.

A number taken from a research paper should not be separated from its context.

For example:

A glacier-loss rate measured from 2011–2015 is not automatically the current rate.

Likewise:

A wildlife population estimate from one survey does not automatically describe every later year.

Time periods matter.

Historical Climate Data

Climate information deserves special care because averages depend strongly on the reference period.

A statement such as:

average January temperature is −27°C

is incomplete unless readers know whether that figure represents:

  • 1931–1960,
  • 1961–1990,
  • 1991–2020,
  • one station,
  • or a gridded regional dataset.

For this reason, historical climate normals should be clearly identified as historical when they are no longer representative of modern conditions.

This is especially important in the rapidly warming Arctic.

Geographic Scope

Research results should not be generalized beyond the area they actually describe.

For example:

A study of Cape Flora should not automatically be presented as representative of all Franz Josef Land seabird colonies.

A study of one glacier should not automatically describe the entire archipelago’s glacier behavior.

A measurement from the Barents Sea may provide regional context without necessarily describing conditions immediately adjacent to every Franz Josef Land island.

Articles should make the study area clear whenever that distinction affects interpretation.

Time Scope

Research is also limited by time.

Wildlife populations vary.

Glaciers change.

Sea ice changes.

Administrative rules change.

Scientific classifications change.

Accordingly, we distinguish between:

historical evidence

recent measurement

and

current status.

If the newest available data cover an earlier period, the article should say so rather than imply that the figure represents today’s conditions.

Quantitative Claims

Numbers often create an impression of authority.

For that reason, quantitative claims receive particular scrutiny.

We aim to identify:

  • units,
  • measurement period,
  • geographic scope,
  • uncertainty,
  • and source.

False precision should be avoided.

If a dataset supports an estimate of approximately 190 islands, we should not invent an exact count without a defensible methodology.

If different sources count islands differently, the article can explain why.

Uncertainty

Scientific and historical uncertainty is not a weakness that should be hidden.

It is information.

Appropriate language may include:

  • approximately,
  • estimated,
  • probably,
  • appears to,
  • evidence suggests,
  • historically reported,
  • commonly cited,
  • uncertain,
  • disputed,
  • or not yet established.

We avoid converting uncertain evidence into categorical statements merely to make an article sound more confident.

Conflicting Sources

Credible sources sometimes disagree.

When they do, we ask:

  1. Are the sources discussing the same thing?
  2. Are they using the same time period?
  3. Are they using the same geographic definition?
  4. Is one source newer?
  5. Is one based on primary evidence?
  6. Are different measurement techniques involved?
  7. Has later scholarship corrected the earlier claim?

If a disagreement remains meaningful after these questions are considered, it should be described openly.

We do not select a convenient number simply because it makes an article easier to write.

Historical Place Names

Franz Josef Land is especially complicated because its geography has been named by explorers from several countries.

A single place may have:

  • an original German-language expedition name,
  • an English form,
  • a Norwegian spelling,
  • a Russian name,
  • a Soviet-era rendering,
  • and several transliterations.

Our research should record significant alternative names when they are useful for historical identification.

However, articles generally use one consistent modern English form as the primary term to avoid unnecessary confusion.

Transliteration

Russian geographical names may appear under different Latin transliteration systems.

Minor spelling differences do not necessarily refer to different places.

Researchers should therefore compare:

  • original Cyrillic forms where available,
  • historical spellings,
  • modern cartographic usage,
  • and established English-language usage.

Searches should often include several variants.

This reduces the risk of overlooking relevant sources simply because an older article uses another transliteration.

Maps as Research Sources

Historical maps are both geographical sources and historical artifacts.

When evaluating an old map, researchers should consider:

  • who created it,
  • when it was produced,
  • which expedition supplied the observations,
  • which areas were directly surveyed,
  • which areas were observed only from a distance,
  • and which coastlines were speculative.

Dashed or uncertain boundaries should not be treated as equivalent to surveyed coastlines.

A historical map can accurately document historical belief while being geographically inaccurate.

Modern Maps and Satellite Imagery

Modern cartography provides much greater precision, but it is not entirely static.

Glacier margins change.

Coastlines may change.

Small islands can become separated when ice retreats.

Modern satellite imagery therefore represents a particular observation date rather than an eternal coastline.

Where changing ice boundaries are central to the topic, publication dates and image dates matter.

Archival Images and Photographs

Historical photographs can provide evidence for:

  • expedition camps,
  • glacier positions,
  • buildings,
  • equipment,
  • clothing,
  • wildlife observations,
  • and landscape conditions.

But images require interpretation.

Captions written decades later can be wrong.

Archive metadata should therefore be checked against:

  • expedition chronology,
  • place names,
  • photographer information,
  • and other images from the same collection.

Researching Exploration Routes

Expedition routes should preferably be reconstructed from a combination of:

  • expedition narratives,
  • route maps,
  • coordinates,
  • diaries,
  • and later historical analysis.

A simplified route diagram is useful for readers, but it should not be mistaken for meter-level GPS accuracy.

Nineteenth-century locations were often estimated under difficult conditions.

Where precision is uncertain, the article should say so.

Researching Wildlife

Wildlife research should distinguish among:

  • presence,
  • abundance,
  • breeding,
  • migration,
  • and population size.

Seeing a species in Franz Josef Land does not mean it breeds throughout the archipelago.

Similarly, a known breeding colony does not imply the same abundance elsewhere.

Population figures should be accompanied by:

  • year,
  • survey area,
  • and preferably survey method.

Researching Glaciers

Glacier research should distinguish between:

  • area change,
  • terminus retreat,
  • elevation change,
  • volume change,
  • and mass balance.

These are related but not interchangeable.

A glacier can thin substantially without retreating very far horizontally.

Another can retreat quickly while losing comparatively little total volume.

Articles should avoid using “melting,” “retreat,” and “mass loss” as if they always mean exactly the same thing.

Researching Sea Ice

Sea ice is highly variable.

Monthly, seasonal, and annual measurements may differ significantly.

Long-term trends should not be inferred from a single year.

Where possible, articles should use multi-year datasets when discussing climate trends.

A single unusually icy or ice-free season should be described as an event within a longer record.

Researching Geology

Geological research should distinguish between:

  • rock type,
  • geological age,
  • depositional environment,
  • intrusive activity,
  • volcanic activity,
  • and later glacial modification.

Older geological age estimates may have been revised by newer radiometric dating.

When modern high-precision dating contradicts older estimates, the newer evidence should be presented while preserving historical context when useful.

Researching Protected Areas and Regulations

Current legal and administrative information should be checked against official sources whenever possible.

This applies particularly to:

  • Russian Arctic National Park,
  • protected-area rules,
  • tourism permits,
  • landing restrictions,
  • and administrative jurisdiction.

Travel blogs or older guidebooks can provide useful historical context, but they should not be the primary authority for current rules.

DOI and Bibliographic Verification

When scientific articles have a DOI, we prefer to verify bibliographic information through the publisher or trusted scholarly metadata systems.

Crossref notes that accurate bibliographic metadata—including titles, contributors, dates, and identifiers—is essential for reliable citation and discovery.

When available, research references should include enough information for readers to locate the original work.

Source Metadata

For significant sources, research notes should ideally retain:

  • author,
  • title,
  • publication,
  • date,
  • publisher or institution,
  • DOI or persistent identifier,
  • URL where appropriate,
  • and relevant page or section information.

This helps prevent citation drift, where a fact remains in an article after the original evidence supporting it can no longer be identified.

Secondary Sources Should Not Hide Primary Evidence

A secondary article may provide an excellent summary.

But when it cites a specific expedition journal, scientific paper, or official document that is accessible, our research should preferably examine that underlying source.

This reduces the risk of repeating:

  • transcription errors,
  • oversimplifications,
  • incorrect dates,
  • or claims copied through multiple websites.

Circular Sourcing

Researchers should be alert to circular sourcing.

Several websites can appear to independently confirm a claim while all ultimately copying the same original source.

Multiple repetitions do not automatically equal independent verification.

Where a fact is widely repeated but poorly documented, the article should avoid treating popularity as proof.

Wikipedia and General Encyclopedias

General encyclopedias can be useful starting points.

They can help identify:

  • names,
  • dates,
  • source leads,
  • terminology,
  • and relevant literature.

They should not automatically be the final research endpoint for specialized claims when stronger evidence is available.

The references behind an encyclopedia entry are often more valuable than the entry itself.

Search Snippets Are Not Evidence

Search-result summaries, automated previews, and isolated snippets can omit context.

Researchers should examine the underlying page, paper, or document whenever the claim matters.

A search snippet should not be treated as equivalent to reading the source.

AI-Generated Information

Artificial intelligence tools may assist with:

  • finding research questions,
  • organizing notes,
  • comparing terminology,
  • drafting outlines,
  • identifying potential sources,
  • and improving readability.

However:

AI-generated statements are not sources.

Claims should be verified against identifiable evidence.

An automated answer that cannot be traced to a credible source should not become the sole basis of a factual claim.

Research Notes and Traceability

Where practical, the reasoning behind major factual claims should be recoverable through research notes or source citations.

This does not mean publishing every intermediate research step.

It means retaining enough evidence to answer:

Why does the article say this?

That principle improves both correction and updating.

Reproducibility and Transparency

Franz-Josef-Land.info is not an academic journal and does not conduct laboratory experiments.

Nevertheless, we adopt the broader principle that research should be transparent enough for another careful reader to understand how a conclusion was reached.

Nature Portfolio describes transparency and reproducibility as central objectives of scientific reporting.

For a reference website, that means making important sources visible and avoiding unsupported assertions.

Corrections

Research does not end when an article is published.

If stronger evidence becomes available, the article should be updated.

If an error is found, it should be corrected.

Crossref similarly emphasizes ongoing maintenance of scholarly records rather than treating publication metadata as permanently finished after initial release.

Our detailed approach to errors is described in the Corrections Policy.

Research Integrity

We do not knowingly:

  • invent sources,
  • fabricate quotations,
  • alter scientific results,
  • hide significant contradictory evidence,
  • present speculation as documented fact,
  • copy another author’s work without appropriate attribution,
  • or manipulate evidence to create a predetermined conclusion.

COPE’s principles of transparency and best practice emphasize integrity, responsible editorial processes, and clear publishing standards.

These principles apply even though Franz-Josef-Land.info is an independent reference publication rather than a scholarly journal.

What We Do When Evidence Is Missing

Sometimes the correct answer is:

we do not know.

Historical records may be incomplete.

A campsite may never have been relocated.

An old map may be ambiguous.

Wildlife data may not exist for a particular island.

A glacier may not have been individually studied.

In such cases, the article should not fill the gap with an unsupported assumption.

Instead, it may explain:

  • what is known,
  • what evidence is missing,
  • and what remains uncertain.

Our Standard for Publication

Before a substantial reference article is considered research-ready, it should ideally answer the following questions:

Is the core factual framework supported by credible sources?

Are dates and names consistent?

Are important numerical claims traceable?

Is the evidence current enough for the claim being made?

Are historical and modern evidence clearly distinguished?

Are major uncertainties disclosed?

Are geographical and temporal limits clear?

Have significant conflicting sources been considered?

Could another reader locate the major sources?

If the answer to one of these questions is no, further research may be necessary.

Our Commitment

Franz Josef Land itself provides an appropriate model for this research philosophy.

Its first maps were incomplete.

Later explorers corrected them.

Supposed land disappeared.

New islands appeared.

Channels replaced imagined connections.

Scientific instruments replaced visual estimates.

Aircraft replaced mountaintop observation.

Satellites eventually provided a view of the entire archipelago.

Knowledge improved because new evidence was allowed to correct older assumptions.

Franz-Josef-Land.info follows the same principle.

Our aim is not to make every article sound certain.

Our aim is to make it as accurate as the available evidence allows, to explain how that evidence was obtained, and to revise the reference when a better map becomes available.