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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>What is and What is not the Digital Earth?*</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Lomonosov Moscow State University</institution>
          ,
          <addr-line>Moscow GSP-1, 119991</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The article addresses to a fundamental issue facing the concept of the Digital Earth in 2020 - what is the definition of the Digital Earth? 22 years after the announcement of the concept and 15 years after its first mass and successful implementation in the service Google Earth in 2005 this question remains unanswered. In the article the current status of the development of the Digital Earth concept by 2020 is considered, a methodology for the definition of the Digital Earth, based on the classification of the diversity of existing geospatial approaches and the identification of key factors that provide its unique functionality, is proposed and discussed. Distinction between the Digital Earth and others geospatial approaches is provided. The intrinsic connection of definition and classifications is grounded, the new definition of the Digital Earth and complimentary classification of geospatial methods are offered. Semiotics aspects of the Digital Earth are discussed briefly. The question of the eligibility of technologies and systems to the Digital Earth is considered. The perspective issues of further development of the Digital Earth are considered.</p>
      </abstract>
      <kwd-group>
        <kwd>Digital Earth</kwd>
        <kwd>Visualization</kwd>
        <kwd>Typology</kwd>
        <kwd>Cartography</kwd>
        <kwd>Semiotics</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        In 2020 the Digital Earth initiative, first introduced by U.S. Vice President Albert
Gore in 1998, turned 22 years old. Digital Earth was being promoted as a new,
revolutionary approach to handling geospatial information with fabulous functionality,
and as a core of the new smart response and effective governance policy that will
offer many benefits to all mankind. In his well-known speech [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ] Gore envisioned and
highlighted two milestone years in future development of new concept – 2005 and
2020: “What we will be able to do in 2005 will look primitive compared to the Digital
Earth of the year 2020”.
      </p>
      <p>
        The prediction appeared to be remarkable. The year 2005 was indeed a turning
point in the development of the Digital Earth and marked the beginning of the
"geospatial revolution" with the unveiling of Google Earth [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] – the first service that fully
* Supported by RSF grant #20-47-01001 (data analysis, investigations, discussion and
conclusions) and by RFBR grant #18-05-00236 (selections and review of the raw materials).
embodied this concept and gained extreme popularity. Until now, Google Earth
remains the most striking implementation of the ideas behind the Digital Earth concept.
In 2020, as Gore presumed, the Digital Earth should go far ahead, and the
achievements of 2005 against its background should seem primitive. Today, in 2020, we have
an opportunity to check the accuracy of the second part of his forecast, but the
situation looks ambiguous. In 2020, the current status of the concept of the Digital Earth
seems to be at least contradictory. That is the reason why the year 2020 is particularly
suitable for checking the current status of the development and implementation of the
Digital Earth concept and defining plans for the future.
      </p>
      <p>
        On the one hand, the geospatial revolution has become a fact of our life and had an
irreversible impact on all mankind. Now the Digital Earth is officially recognized
throughout the world and has already established itself as a best approach for working
with geospatially located data. Digital Earth has gained huge popularity and widely
implemented with remarkable results. Google Earth, the clearest example of the new
concept, was downloaded more than billion of times six years after its launch [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. One
year after the launch of the Google Earth, in 2006, the International Society for
Digital Earth (ISDE) was established [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. 11 Digital Earth Symposiums [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] and 7 Digital
Earth Summits [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ] were held around the world up to this moment – the largest and
most authoritative international forums dedicated to discussing the scientific
paradigm, technological requirements, social benefits and outreach of the concept within
rich interdisciplinary context. ISDE scientific activity is concentrated around the
wellrecognized journals – the International Journal of Digital Earth (IJDE) with 2019
impact factor 3,097 [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] and his sister journal Big Earth Data (since 2018) [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ] – both
published by the Taylor&amp;Fransis Group. ISDE becomes a member of world leading
scientific organizations – like International Science Council (ISС), United Nation
Committee of Experts on Global Geospatial Information Management -), United Nation
Committee of Experts on Global Geospatial Information Management - Geospatial
Societies (UN-GGIM GS), Committee on Data of the International Science Council
(CODATA), etc.
      </p>
      <p>
        The development of ISDE received a new impetus in mid-2010s with the start of
major infrastructure projects directly inspired by the Digital Earth concept and
organized under the umbrella of ISDE. China, Australia [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] and Russia [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] have
recognized the Digital Earth as the basis for national geospatial data policies. It's worth
mentioning Digital Silk Road Alliance (DSRA) project, launched in 2016 as a
informational backbone of the Road and Belt initiative that covering virtually all of
Eurasia, and the Digital Earth Australia project, launched in 2017 and resulting in a rapid
transformation of usual practices of working with geospatial data. For example, one
year after the launch of the project Digital Earth Australia, production of official
paper topographic maps were completely cancelled in that country [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. Two weeks
after its recognition in Australia, Digital Earth was declared as the basis for national
policy on space remote sensing in Russia as well.
      </p>
      <p>
        On the eve of 2020, the Manual of Digital Earth [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ] – the first detailed and
comprehensive summary of this concept at its current level of development – was
published and shared as open source edition. An open access publication of 852 pages,
which outlined the knowledge accumulated to date in the field of Digital Earth and
the experience of its use in solving a variety of tasks, has gained amazing popularity
in the first half-year, it was downloaded more than half a million times.
What is and What is not the Digital Earth? 3
      </p>
      <p>In 2020 the implementation of Digital Earth has become a mandatory requirement
for quality management. The coronavirus pandemic COVID-19 has shown the
extreme need of humankind to ensure sustainable development and to implement the
Digital Earth as a state-of-the-art decision making support environment due to its
global extent and scale-less nature. The need for the Digital Earth as a highly effective
tool to support global decision making has reached an unprecedented level.</p>
      <p>
        On the other hand, scientific and technological progress between 2005 and 2020
has been far more modest than expected 22 years ago. There is a visible and growing
contradiction between, from one hand, the urgent need for the Digital Earth and
sustained technological advance – and, from another hand, small and controversial
scientific developments in this field. Google Earth still remains the best embodiment of the
Digital Earth concept 15 years after its launch, even though its functionality has been
severely limited and development has virtually ceased [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. The Digital Earth is
developing in many ways now in an ad hoc manner. Until now, there is no Digital Earth
standard, and even no ultimate basis for its developing – the comprehensive updated
and widely accepted scientific definition of the Digital Earth. The problem looks so
pressing that in 2020 ISDE held a special meeting on the issue of developing a
scientific definition of the Digital Earth.
      </p>
      <p>The lack of definition does not allow to separate the Digital Earth from the variety
of its analogues in the current situation of rapid emergence of new geospatial products
and solutions, which can be difficult to attribute to any particular class. Thus, the
discussion of the current status and prospects of the concept rises the question: what is
and what is not the Digital Earth? Where are the limits of the Digital Earth?</p>
      <p>Obviously, the definition and classification issues are interdependent – definition
provides classification, and vice versa. The resolution of these issues is particularly
important now, since the term "Digital Earth" is often understood in a hardly
acceptable broad sense. There is a clear tendency to consolidate under the umbrella of the
Digital Earth everything related to geospatial information, including all components
of the process of creation, storage and use of localized data – remote sensing
satellites, communications and navigation, data storages and transmission lines, hardware
complexes and algorithms, mobile applications, etc. This approach, however,
excludes discussion of the obvious novelty of the Digital Earth, because all information
systems are now digital and all information is localized in geospace; it appears that
there is nothing outside the Digital Earth that is obviously wrong. It is therefore
important to undertake a comparative analysis, to identify and compare approaches and
methods that are obviously not relevant to the Digital Earth.</p>
      <p>
        Discussing the challenges in the development of the concept of the Digital Earth is
particularly important in the context of 2020. Beginning with the second decade of the
21st century, ISDE began to formulate a scientific agenda for the coming decade. The
first declaration Google Earth Vision 2020 was developed in 2011 [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. The task
today is to develop a similar program, Digital Earth Vision 2030, which should address
the problems that have emerged so far. Definition of Digital Earth and recognizing its
place amongst the whole variety of the geospatial approaching became core problem
of the current stage of the development of the concept.
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Methods and research</title>
      <p>
        Many attempts have been made to define the Digital Earth, but Gore's very first
definition of the Digital Earth still appears to be the most successful and effective. He
defined the Digital Earth as “...a multi-resolution, three-dimensional representation of
the planet, into which we can embed vast quantities of geo-referenced data” [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
Indeed, the Digital Earth supports different scales of representation of scene and is
three-dimensional, i.e. it allows viewing a scene from different angles. However,
Gore’s definition needs some clarification.
      </p>
      <p>
        From the point of view of the common user perception, the answer to the question
"what is the Digital Earth" is quite simple – it's a generic term for a variety of
products similar to Google Earth. From a historical point of view, this issue also hardly
raises the questions - this is exactly the kind of clearly recognizable product was
anticipated in literature many decades before our era. The most striking example is,
probably, the magical "Woland's Globe" from Mikhail Bulgakov's novel "The Master
and Margarita" [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ].
      </p>
      <p>Understanding what is the Digital Earth equals to understanding what is not the
Digital Earth. In turn, separation of these too classes produces the classification of
whole variety of the similar approaches within their specific domain and to identify
the relationships between them. To answer this question, it is necessary to define the
domain within which the problem should be solved, and identify its counterparts. We
can assume that this domain is geospatial visualization, because the perception of
space should be visual and, accordingly, can only be provided by means of
visualization. Within this domain, there are a variety of approaches to the representation of
data - maps, globes, atlases, GIS, 3D-models, as well as new approaches that have
appeared and developed practically simultaneously with Google Earth, but
significantly different from it.</p>
      <p>Albert Gore's definition revealed two key properties of the Digital Earth that can be
used to classify the variety of geospatial products: 1) multi-resolution representation,
and 2) three-dimensional representation. In fact, all geographic maps are confined
inevitably to a certain scale and projection. Both these confinements are fundamental
and determined by the basic cartographic principle. Throughout history, humankind
has dealt only with geographic information confined to a strictly defined scale and
making sense only at that scale. At the same time, this restriction was perceived as
temporary and forced consequence of technical imperfection. Its overcoming in the
future was envisioned, expected and perceived as achievement of the magic horizon
of geography development.</p>
      <p>Now this future has become a reality. The Digital Earth is not confined to just one
scale and one projection. For example, in Google Earth the user can change smoothly
and interactively both the view angle of the planet as a whole or the selected scene,
and the distance to it by means of an extremely simple and natural interface. The
existence of two polar geographic products - maps (confined to projection and scale)
and the Digital Earth (free of these limitations) - makes it possible to use the degree of
freedom in terms of scale and viewing angle as classification criteria to systematize
the whole variety of geographic products.</p>
      <p>
        A simple confinement-based analysis unveils four possible types of basic global
geospatial visualizations to be identified (Fig. 1): 1) maps and GIS (regardless of the
What is and What is not the Digital Earth? 5
type of their media) that incorporate the cartographic principle and confined to
specific scale and specific projection; 2) globes that allow viewing the scene from any
perspective from the upper hemisphere, but do not allow changing the scale; 3) atlases
and geoportals (cartographic-based solutions that allow selecting the required scale
from a discrete set, but do not allow changing the projection); and 4) Digital Earth,
completely free from restrictions of any kind in user's choice of projection or scale.
The visible representation of the features of these four types can be obtained with the
help of "Angle-Distance" diagrams [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ]. Obviously, it is possible to create mixed
products that combine the properties of the first three types. At the same time, the
Digital Earth cannot be combined with other types of geo-visualizations because it is
comprehensive and contains all of them.
How should we approach the definition of the Digital Earth based on the proposed
classification? It seems natural to use and clarify the existing definition for this
purpose. In doing so, it should be borne in mind that the definition must comply with
generally accepted rules of logic [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]:
1. definition should state the essential attributes of the species;
2. definition must not be circular;
3. definition must be neither too broad nor too narrow;
4. ambiguous, obscure, or figurative language must not be used in a definition;
5. definition should not be negative when it can be affirmative.
      </p>
      <p>
        To create a definition of the Digital Earth in accordance with these rules let's consider
the basic definition proposed by Gore in 1998 [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. It consists of six elements that
expresses different properties and features of the Digital Earth (see Fig.2). Accordingly,
it is possible to reveal the meaning of these properties from today's perspective, taking
into account the experience of the first applications in which the principle of Digital
Earth was embodied.
1. Digital. The adjective "digital" can refer both to a special type of signs, and
their specific implementation in the computer systems. Here the Digital
Earth is clearly associated with "computer" technologies, which narrows
down the meaning of this term. However, there is no reason to reject the
possibility of realizing it through any other technology. Moreover, the Earth
itself, as a phenomenon that matching the definition of the "Digital Earth", is
not actually a "digital" phenomenon. Moreover, today all information
systems are "digital" in a computer term, and all information systems ever
known are “digital” in semiotics term. Accordingly, the adjective "digital"
should be regarded as a metaphor for novelty, but not as an essential
property of the Digital Earth.
2. Multi-resolution. Multi-resolution refers to the presence of several different
resolutions. However, the capabilities of the Digital Earth are incomparably
wider - it contains an infinite number of resolutions, allowing for continuous
and interactive zooming by the user [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ]. The ability to provide continuous
zooming is the most impressive feature of the Digital Earth. Therefore, we
can say that in the case of the Digital Earth, we are not dealing with a
multiresolution, but rather with a scale-less approach.
3. Three-dimensional. 3D-representation means ability to change the direction
of sight smoothly and interactively beyond the limited number of the
cartographic projections and even generate absolutely impossible, prohibited by
cartography direction of sight – for example, from bottom to top.
Threedimensional representation is implemented in the Digital Earth indeed. In
fact, ability to generate any possible direction of sight by user “mirrored”
scale-less property of the real Earth. Therefore, we can say that a
projectionless approach is implemented in the Digital Earth.
4. Representation. Indeed, the Digital Earth as a model (or twin, or replica, or
copy) of the Earth could be regarded as a representation. Moreover, this
representation does not confined to specific scale and projection and does not
require inevitable and irreversible reducing the raw data to specific scale or
projection.
5. Planet. In the common cartography “representation of the planet” means
representation of the surface of the planet. Instead, the Digital Earth does not
limited by the surface itself. It helps to place and visualize any objects, data,
processes, etc. within geocentric space around the Earth – like satellite
constellations, urban canyons, terrain, seabed, cloud formations, etc. Therefore,
the Digital Earth is geocentric model rather than representation of the
planet’s surface like map.
6. Vast quantities of geo-referenced data. Indeed, the Digital Earth ables to
collect vast quantities of geo-referenced data. But now any hypertext-based
information system ables to collect same quantities of the same data. The
striking and unique property of the Digital Earth is an ability to provide rich,
contiguous context for any data of any scale (within wide range of accessible
scales), any extent and any direction of sight within geocentric volume that
includes even satellite constellations.
      </p>
      <p>
        The striking properties of the Digital Earth look quite obvious and natural,
because they mimic the properties of the Earth itself as it percepted by human. This
What is and What is not the Digital Earth? 7
summa of properties was forecasted far before nowadays as a miracle geographical
system of the future [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ]. Thus, the question arises - what made it possible to achieve
these obvious properties in the Digital Earth, but not with other geographical
instruments?
      </p>
      <p>
        Albert Gore directly emphasized in his speech that the important or even main
feature of the Digital Earth is the use of images instead of presenting information with
the help of signs: "We have long known that we have trouble remembering more than
seven pieces of data in our short-term memory. That's a low bit rate. On the other
hand, we can absorb billions of bits of information instantly if they are arrayed in a
recognizable pattern within which each bit gains meaning in relation to all the others"
[
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. This statement directly declares that low efficiency of perception of information
is connected with its transmission by means of signs, while much higher efficiency is
reached at use of unsigned tools of information transmission - visual images and,
more broadly, direct sensual perception. The Digital Earth was the first geographic
system that showed the advantage of images over cartographic signs in visualizing the
geospatial environment. Avoiding signs as the primary carrier of geospatial
information is a key feature of the Digital Earth and ultimate factor of its novelty.
      </p>
      <p>Therefore, we could propose the modified version of the definition of the Digital
Earth:
Definition 1. Digital Earth is a scale-less and projection-less geospatial visualization
of geocentric volume that similar to a real one by the means of incorporating the
signless representation of the geospatial context.</p>
      <p>The proposed definition is largely empirical because it combines the theoretical
prediction of the Digital Earth with the experience of the usage of the applications
inspired by this concept. As a result, this definition allows a critical discussion about
possibilities of the Digital Earth, its relationships with different approaches to
geovisualization, and contains significant potential for further interdisciplinary research.
Moreover, this definition includes the vision of the typology of the geospatial
visualizations, therefore it makes possible comparative study of the different approaches for
geospatial visualization.</p>
      <p>Use of images instead of cartographic signs to represent the geospatial context is a
significant challenge to classical semiotics, which assumes that all information media
must be treated exclusively as signs. Under this approach, all images, such as iconic
images, are supposed to be classified as the most primitive so-called "iconic signs",
while the Digital Earth is to be interpreted as a return from complex and “mature”
signs to more primitive signs.</p>
      <p>An alternative point of view indicates that attributing all images, including those
obtained by remote sensing means, to iconic signs generates at least two logical
fallacies.</p>
      <p>1. It leads to violation of “law of parsimony”.
2. It contradicts the idea of artificial nature of signs and, therefore, their
historical development.</p>
      <p>
        In order to resolve a crisis, it must be assumed that information could be
transmitted not only by signs but also by other entities that were not signs. It had been
suggested that they should be called "zero signs" [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ], because their role in semiotics was
similar to that of zero in mathematics.
      </p>
      <p>In this case, the Digital Earth should be considered a heterogeneous information
system that uses both unsigned media and usual signs to achieve effective perception
of the environment. The "zero sign hypothesis" needs to be critically considered, and
the concept of the Digital Earth itself needs to be studied from a semiotic perspective.</p>
      <p>Above considerations allow to separate Digital Earth and its alternatives.
3</p>
    </sec>
    <sec id="sec-3">
      <title>Discussion</title>
      <p>The use of degrees of spatial freedom for classification of geospatial visualizations
allows to reveal four definite types which fit the internal logic of the historical
development of the geospatial method. All three alternative modes of geospatial
visualization: 1) maps, atlases and GIS, 2) geoportals, 3) globes can be fully incorporated into
the Digital Earth; otherwise is impossible. A factor that provides a new quality of
perception in the Digital Earth mode is the use of images instead of signs as the
primary carriers of geospatial context. Any of the four types of geo- visualizations
allows to integrate the vast amount of information due to using of hypertext addressing
mechanism, however the quality of its perception will be different. Digital Earth, due
to its rich spatial context is possible to ensure the unrestricted perception of any
spatial information in an extremely wide and not limited range of scales and in all
possible diversity of directions of sight.</p>
      <p>All geospatial approaches need raw information and the means to obtain it. All
these methods are non-specific and can be used equally (with varying efficiencies) in
any of the geospatial approaches. Therefore, data acquisition tools and related systems
(geodesy and navigation, remote sensing, crowdsourcing, data processing capabilities,
interfaces, etc.) are not the inherent components of the Digital Earth. Instead, Digital
Earth will impact these variety of geospatial means and tools, significantly changing
the ways for data capturing, processing and utilization. Also architecture and
configuration of these systems will vary greatly accordingly with the requirements of new
geospatial paradigm.</p>
      <p>The same considerations apply to the analysis of the type of information media
used in the Digital Earth and its analogues. The definition of "digital", which was a
symbol of novelty back in the 1990s, has lost its original meaning by the second
decade of the 21st century, since nowadays all information systems have completely or
mainly migrated to the Internet ecosystem and are presented exclusively as computer
("digital") carriers. Nevertheless, the Digital Earth retains its exclusivity, and no other
method of geo-visualization, also implemented through digital technologies, can
match it in its capabilities. This transformation has not affected the essence of the
information systems themselves – they were and still are based on the same signs as
those developed centuries and millennia before the Internet. The revolutionary nature
of the change is due to the fact that, for the first time in history, the Internet has
enabled the free circulation of images constructed with the same "digital" signals as an
usial text signs and digits, but simulating direct, non-signatory perception with
increasing accuracy. The determinant of "Digital" in the name Digital Earth is historical
– it would be more accurate to call it “Sign-less Earth” instead the “Digital Earth”.
What is and What is not the Digital Earth? 9
The relationship between the Digital Earth, its counterparts and supplementary
systems is shown in Figure 3.
The Digital Earth is one of the four basic types of geospatial visualizations. All other
types of geospatial visualizations - maps, atlases, globes - cannot be considered as the
Digital Earth. Means of gathering geospatial information and other complementary
systems like GNSS, remote sensing and communication satellites etc., cannot be
attributed to the Digital Earth in the same way as well.</p>
      <p>Digital Earth as a new approach to working with geospatial information is radically
different from the other three, but uses the same sources of information – although its
usage becomes completely different. For example, recreating a sign-less geospatial
context requires a very different implementation of remote sensing orbital
constellations. The architecture of control systems is changing, as the elimination of
largescale image differentiation eliminates the only need for their hierarchical construction.</p>
      <p>The Digital Earth no longer fits the paradigm of classic cartography. That is why
understanding the nature of the Digital Earth, forming its scientific definition and
internal development of the Digital Earth as an interdisciplinary scientific paradigm
and relevant methods and technologies are so important.</p>
      <p>Also should be noted some unresolved issues:
1.</p>
      <p>Development of methods for visualization of solid media with a complex
internal structure. This is necessary in order to extend the Digital Earth to
represent areas that cannot be visualized by conventional means - the geology of
Earth, processes in the atmosphere and outer space, etc. In fact interior of the
Earth is the only "white spot" remaining in the modern Digital Earth.</p>
      <p>To date, there is no Digital Earth standard that describes its minimum set of
functions without regard to technical facilities and platforms, exchange
formats, etc. The development of such a standard is extremely important to
ensure the systemic development of the Digital Earth.</p>
      <p>The Digital Earth was the first information system to use unsigned tools to
represent geospatial context. The historical tradition, according to which
signs were the only possible means of information transmission, and the
development of increasingly complex sign systems, the most important means
of social development, has reversed. The consequences of this turn for
society have yet to be studied and understood.</p>
      <p>Digital Earth is an unmatched tool for seamless consolidation of
heterogeneous social information - for example, medical, biological, environmental, etc.
The development and integration of effective tools for handling social
geospatial information in the Digital Earth environment and the adaptation of
management structures to this new tool for sustainable development is an
urgent task.</p>
    </sec>
  </body>
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