世界各国のリアルタイムなデータ・インテリジェンスで皆様をお手伝い

スマートシティの材料、システム、市場 2022-2042年


Smart City Materials, Systems, Markets 2022-2042

この調査レポートは、市場のギャップ、潜在的なパートナー、成功と失敗の教訓、新しい材料、デバイス、システムのビジネスケースについて詳細に調査・分析しています。   主な掲載内容（目次よ... もっと見る

　

　

出版社 出版年月 電子版価格 ページ数 言語
IDTechEx
アイディーテックエックス 		2021年11月8日 US$6,500
電子ファイル（1-5ユーザライセンス）
ライセンス・価格情報・注文方法はこちら 		338 英語

日本語のページは自動翻訳を利用し作成しています。


　

サマリー

この調査レポートは、市場のギャップ、潜在的なパートナー、成功と失敗の教訓、新しい材料、デバイス、システムのビジネスケースについて詳細に調査・分析しています。
 
主な掲載内容（目次より抜粋）
  1. 全体概要と結論
  2. スマートシティの評価：古いもの、新しいもの、計画中のもの
  3. 再発明されたコンクリートとスマートマテリアルが鍵
  4. 認知型都市、6G用ハードウェア、IoT、センサー、プライバシーとセキュリティの問題
  5. 都市のための食の自立
 
Report Summary
Commercially-oriented and newly prepared by PhD level IDTechEx analysts worldwide, the 339 page IDTechEx report, "Smart City Materials, Systems, Markets 2022-2042" identifies gaps in the market, potential partners, lessons from success and failure, business cases for new materials, devices and systems. It has many new technology explanations, case studies, roadmaps, ideas and forecasts. Emphasis is required materials, devices and systems, identifying gaps in the market.
 
Understand the massive new challenges of desertification, rising sea levels, starvation, increasingly violent weather, dysfunctional national governments and the accelerating move to cities can be tackled on a human scale. With trillions of dollars about to be spent on smart cities, priorities need to be entertainment, inclusiveness, safety, security, adaptability, zero-emission, efficiency and affordability. The report details how we can achieve this with independence of water, food and energy supply, new faster, inclusive forms of multipurpose transport and appropriate city location and layout.
 
Enablers include 100% electrification and the startling advances in multifunctional smart materials explained in the report. Examples are 3D printed graphene concrete in new tunnels under London and solar bodywork of smart shuttles. Renaming a video doorbell as Internet of Things will not change the fate of mankind but a seawall that is made of the new "everlasting" concrete and makes ample electricity just might. Metamaterials may be more key to success with 6G Communications than big data.
 
Compact food production in cities replaces traditional farming with its problems of manpower, emissions, water pollution, space, cost, security and transport. You can understand relevance of saline and vertical farming, solar greenhouses, xeriscaping, cultivated cellular meat and milk. Aquaponics grows vegetables and fish together, agrivoltaics marries electricity and food production and bioswales prevent flooding, clean water, grow food. Biocrete architecture nourishes plants. Food production delightfully integrates into living space - see examples.
 
The report finds that, ironically, Disney EPCOT Florida is nearer to an ideal smart city than most of the dehumanised ones now being erected with massively wide streets, empty skyscrapers, no center and no soul. The report compares many, finding another irony. Most of the really-impactful, imaginative approaches are not taking place in new cities but in existing cities like London, Beijing and New York. The most appealing newcomers are mostly tiny - like Toyota Woven City - but could have lessons for large cities needed. Best practice is identified and new ideas are proposed in the report.
 
The Executive Summary and Conclusions is sufficient for those in a hurry. Infograms interpret pollution, desertification, sea level rise, responses including food, water, energy independence, resilience, conservation, zero-emission, electrification. Here are required smart materials, infrastructure, transport, multifunctional composites, ultra-high-performance concretes, new air taxis, robot shuttles, energy harvesting, off-grid city electricity, indoor food production. It summarises supporting ICT, IOT, 6G, sensors, case studies and best practice. 25 of its 57 dense pages are new roadmaps and forecasts, mostly 2022-2042. Chapter 2 is a smart cities appraisal - old, new and planned - illustrated with new images and commentary, lessons of failure.
 
Chapter 3 extensively covers reinvented concrete and smart materials for smart cities. Most attention is given to cement and its derivatives such as concrete, the most-used man-made material in cities, because they are more of the problem (10% of global warming) and more of the solution (many routes to decarbonisation, higher strength very long life means less needed and least carbon of all, 3D printed buildings and more). However, 10 of its 42 very detailed pages cover the emerging multi-mode roads, sidewalks, parking areas and airport runways, new metamaterials, city cooling materials and more with a key startup appraised.
 
The 46 pages of Chapter 5 concern food independence for cities - why, where, how, when, best practice, making the required electricity where it is needed and new ideas with many actual layouts and successes. It ends with four pages on the robotics for the trend to unmanned facilities. Water independence takes 12 pages as Chapter 6.
 
Raghu Das of IDTechEx points out, "Cities may never practice independence in food production or even electricity and drinking water but resilience against the much tougher challenges ahead requires them to move towards independence as a capability. Even tiny Singapore now targets one third of food made internally."
 
Many smart cities target layouts that require no more than 15 minutes to get from home to work or shops. However, we shall still want to get to the historic city center, the countryside, the next cities and attractions and that is why Chapter 7 concerns new forms of zero-emission transport eliminating congestion and getting even the poor or disabled to get to precisely where they want as with robot shuttles on plazas paths and into buildings, Hyperloop at airline speed, vertical takeoff air taxis and more. What is doomed to fail? What is promising and when? Given their relative importance, the 43 pages cover mainly new city land and air travel but touching on marine.
 
The report finds independence of electricity production, zero-emission, to be easier for most cities than independence of food and water because so many technologies are now available for purchase with many more coming soon.
 
Das explains, "A windy city may have very large wind turbines where one revolution charges a house for three days but the primary trend is making electricity where it is needed, notably with solar everywhere from windows to paths, walls, vehicles and park benches. A new challenge arises from solar weak in winter so we cover energy storage delaying electricity supply up to seasonal."
 
The 56 pages of this chapter embrace options for cities from both batteries and non-battery storage. Learn mostly about generation from water, wind and daylight in many new forms but also see the place of hydrogen.
 
The latest, full picture, professional analysis and 20 year view is only available in this unique IDTechEx report, "Smart City Materials, Systems, Markets 2022-2042".


ページTOPに戻る


目次

1. Executive summary and conclusions
1.1. Smart cities must prioritise major threats
1.2. The move to cities and the growing need for independence
1.3. Factors accelerating city growth and independence
1.4. Killing the sea near cities
1.5. Cities drowning
1.6. Desertification
1.7. 15 primary conclusions
1.8. Examples of smart cities meeting many of the criteria 2022-2042
1.9. Smart city solutions are subtly changing as projects come and go
1.10. Major materials and system opportunities in smart cities 2022-2042
1.11. Primary materials and equipment markets created by major smart cities 2022-2042
1.12. Some materials and systems transforming future zero-emission cities
1.13. Cognitive smart city
1.14. 6G Communications
1.15. Food and power systems merging and doing less damage
1.16. New smart city materials
1.16.1. 3D printed concrete - faster, better
1.16.2. Membranes for desalination, water recycling, electronics, batteries, fuel cells, architecture
1.16.3. Smart paint, structural and edit-able electronics for smart cities
1.16.4. Multi-mode roads, sidewalks, parking areas, airport runways
1.17. Winning types of new electric aircraft for cities
1.18. Scope for improving battery vehicle range / endurance land, water, air
1.19. Roadmaps and trends
1.19.1. Cement and concrete industry roadmap 2022-2042
1.19.2. Roadmap for ZE off grid desalination 2022-2042
1.19.3. 6G Communications roadmap 2022-2042
1.19.4. Manned electric aircraft roadmap 2021-2041
1.19.5. Robot shuttle technology and launch roadmap 2022-2042
1.20. Sensor trends
1.21. Smart materials forecasts
1.21.1. Global cement market billion tonnes by five regions 2022-2042
1.21.2. Smart glass (darkening, cooling metamaterial or photovoltaic electricity) $ million 2021-2041
1.21.3. Solar ground surface cladding $ billion 2021-2041
1.21.4. Cultured meat grown without animals $ million 2019-2030
1.21.5. Vertically farmed produce global market $million 2019-2030
1.21.6. Emerging photovoltaics 2042
1.21.7. 6G reprogrammable intelligent surfaces area, price, market value 2022-2042
1.21.8. RIS total operating area year end 2029-2041 billion square meters
1.21.9. 6G RIS value $/sq. meter to 2041
1.22. Devices, vehicles, aircraft and systems forecasts
1.22.1. 6G smartphone sales forecast 2030-2042
1.22.2. 5G and 6G communications impact 2022-2042
1.22.3. Low power WAN connections 2018-2029
1.22.4. Sensor market size: intersecting market segments 2032
1.22.5. Self-treating autonomous toilets $ billion 2021-2041
1.22.6. Robot shuttles number 2019-2041
1.22.7. Robot shuttles market value $ million 2019-2041
1.22.8. Fixed-wing conventional takeoff/ landing battery aircraft <20 passengers 2021-2041 number sold
1.22.9. eVTOL air taxi sales forecast units 2018-2041
1.22.10. eVTOL air taxi market revenue forecast $ billion 2018-2041
2. Smart cities appraisal: old, new and planned
2.1. City design of the future
2.2. The special case of China
2.2.1. Overview
2.2.2. Beijing
2.2.3. Net City Shenzhen
2.2.4. Ningpo Smart City
2.2.5. Xiong'an New Area
2.2.6. China BRI Project St Sofia Bulgaria
2.3. Babcock Ranch smart city in Florida USA
2.4. Belmont USA
2.5. Fujisawa Sustainable Smart Town
2.6. Dubai Sustainable City near Dubai
2.7. London as a smart city
2.8. New York as a smart city
2.9. NEOM The Line Saudi Arabia
2.10. Songdo South Korea
2.11. Telosa smart city USA
2.12. Tengah Singapore
2.13. Toyota Woven City Japan
3. Reinvented concrete and smart materials are key
3.1. Advanced concrete for smart cities
3.1.1. Introduction
3.1.2. Carbon dioxide emissions are being tackled
3.1.3. Concrete benefits
3.1.4. High performance cement and concrete HPC
3.1.5. Future cement and concrete feedstock and processing
3.1.6. 3D printed concrete - faster, better
3.1.7. 3D printing concrete from desert sand
3.1.8. Graphene concrete
3.1.9. Other new concrete capabilities creating new markets 2022-2042
3.1.10. Replacing concrete
3.1.11. Concrete and cement production in or near smart cities
3.1.12. Quarries and processing sites leverage assets to sell surplus power storage and electricity
3.1.13. Site issues and solutions
3.1.14. Conclusions on cement and concrete for smart cities
3.1.15. Conclusions concerning Ultra High Performance Concrete 2022-2042
3.1.16. Conclusions concerning radically new cement products and processes
3.1.17. Conclusions concerning process decarbonisation
3.1.18. World's largest cement producers and notable innovators
3.2. Smart materials and multifunctional structures for smart cities
3.2.1. Introduction
3.2.2. Multi-mode roads, sidewalks, parking areas, airport runways
3.2.3. Metamaterials
3.2.4. Next materials for city cooling
3.2.5. Radi-Cool USA metamaterial cooling film
4. Cognitive cities, hardware for 6G, IoT, sensors and privacy and security issues
4.1. Introduction
4.2. EAS, RFID, cameras
4.3. EnOcean smart node approach
4.4. Other advances in building and renewable energy

　

ページTOPに戻る


　

Summary

この調査レポートは、市場のギャップ、潜在的なパートナー、成功と失敗の教訓、新しい材料、デバイス、システムのビジネスケースについて詳細に調査・分析しています。
 
主な掲載内容（目次より抜粋）
  1. 全体概要と結論
  2. スマートシティの評価：古いもの、新しいもの、計画中のもの
  3. 再発明されたコンクリートとスマートマテリアルが鍵
  4. 認知型都市、6G用ハードウェア、IoT、センサー、プライバシーとセキュリティの問題
  5. 都市のための食の自立
 
Report Summary
Commercially-oriented and newly prepared by PhD level IDTechEx analysts worldwide, the 339 page IDTechEx report, "Smart City Materials, Systems, Markets 2022-2042" identifies gaps in the market, potential partners, lessons from success and failure, business cases for new materials, devices and systems. It has many new technology explanations, case studies, roadmaps, ideas and forecasts. Emphasis is required materials, devices and systems, identifying gaps in the market.
 
Understand the massive new challenges of desertification, rising sea levels, starvation, increasingly violent weather, dysfunctional national governments and the accelerating move to cities can be tackled on a human scale. With trillions of dollars about to be spent on smart cities, priorities need to be entertainment, inclusiveness, safety, security, adaptability, zero-emission, efficiency and affordability. The report details how we can achieve this with independence of water, food and energy supply, new faster, inclusive forms of multipurpose transport and appropriate city location and layout.
 
Enablers include 100% electrification and the startling advances in multifunctional smart materials explained in the report. Examples are 3D printed graphene concrete in new tunnels under London and solar bodywork of smart shuttles. Renaming a video doorbell as Internet of Things will not change the fate of mankind but a seawall that is made of the new "everlasting" concrete and makes ample electricity just might. Metamaterials may be more key to success with 6G Communications than big data.
 
Compact food production in cities replaces traditional farming with its problems of manpower, emissions, water pollution, space, cost, security and transport. You can understand relevance of saline and vertical farming, solar greenhouses, xeriscaping, cultivated cellular meat and milk. Aquaponics grows vegetables and fish together, agrivoltaics marries electricity and food production and bioswales prevent flooding, clean water, grow food. Biocrete architecture nourishes plants. Food production delightfully integrates into living space - see examples.
 
The report finds that, ironically, Disney EPCOT Florida is nearer to an ideal smart city than most of the dehumanised ones now being erected with massively wide streets, empty skyscrapers, no center and no soul. The report compares many, finding another irony. Most of the really-impactful, imaginative approaches are not taking place in new cities but in existing cities like London, Beijing and New York. The most appealing newcomers are mostly tiny - like Toyota Woven City - but could have lessons for large cities needed. Best practice is identified and new ideas are proposed in the report.
 
The Executive Summary and Conclusions is sufficient for those in a hurry. Infograms interpret pollution, desertification, sea level rise, responses including food, water, energy independence, resilience, conservation, zero-emission, electrification. Here are required smart materials, infrastructure, transport, multifunctional composites, ultra-high-performance concretes, new air taxis, robot shuttles, energy harvesting, off-grid city electricity, indoor food production. It summarises supporting ICT, IOT, 6G, sensors, case studies and best practice. 25 of its 57 dense pages are new roadmaps and forecasts, mostly 2022-2042. Chapter 2 is a smart cities appraisal - old, new and planned - illustrated with new images and commentary, lessons of failure.
 
Chapter 3 extensively covers reinvented concrete and smart materials for smart cities. Most attention is given to cement and its derivatives such as concrete, the most-used man-made material in cities, because they are more of the problem (10% of global warming) and more of the solution (many routes to decarbonisation, higher strength very long life means less needed and least carbon of all, 3D printed buildings and more). However, 10 of its 42 very detailed pages cover the emerging multi-mode roads, sidewalks, parking areas and airport runways, new metamaterials, city cooling materials and more with a key startup appraised.
 
The 46 pages of Chapter 5 concern food independence for cities - why, where, how, when, best practice, making the required electricity where it is needed and new ideas with many actual layouts and successes. It ends with four pages on the robotics for the trend to unmanned facilities. Water independence takes 12 pages as Chapter 6.
 
Raghu Das of IDTechEx points out, "Cities may never practice independence in food production or even electricity and drinking water but resilience against the much tougher challenges ahead requires them to move towards independence as a capability. Even tiny Singapore now targets one third of food made internally."
 
Many smart cities target layouts that require no more than 15 minutes to get from home to work or shops. However, we shall still want to get to the historic city center, the countryside, the next cities and attractions and that is why Chapter 7 concerns new forms of zero-emission transport eliminating congestion and getting even the poor or disabled to get to precisely where they want as with robot shuttles on plazas paths and into buildings, Hyperloop at airline speed, vertical takeoff air taxis and more. What is doomed to fail? What is promising and when? Given their relative importance, the 43 pages cover mainly new city land and air travel but touching on marine.
 
The report finds independence of electricity production, zero-emission, to be easier for most cities than independence of food and water because so many technologies are now available for purchase with many more coming soon.
 
Das explains, "A windy city may have very large wind turbines where one revolution charges a house for three days but the primary trend is making electricity where it is needed, notably with solar everywhere from windows to paths, walls, vehicles and park benches. A new challenge arises from solar weak in winter so we cover energy storage delaying electricity supply up to seasonal."
 
The 56 pages of this chapter embrace options for cities from both batteries and non-battery storage. Learn mostly about generation from water, wind and daylight in many new forms but also see the place of hydrogen.
 
The latest, full picture, professional analysis and 20 year view is only available in this unique IDTechEx report, "Smart City Materials, Systems, Markets 2022-2042".


ページTOPに戻る


Table of Contents

1. Executive summary and conclusions
1.1. Smart cities must prioritise major threats
1.2. The move to cities and the growing need for independence
1.3. Factors accelerating city growth and independence
1.4. Killing the sea near cities
1.5. Cities drowning
1.6. Desertification
1.7. 15 primary conclusions
1.8. Examples of smart cities meeting many of the criteria 2022-2042
1.9. Smart city solutions are subtly changing as projects come and go
1.10. Major materials and system opportunities in smart cities 2022-2042
1.11. Primary materials and equipment markets created by major smart cities 2022-2042
1.12. Some materials and systems transforming future zero-emission cities
1.13. Cognitive smart city
1.14. 6G Communications
1.15. Food and power systems merging and doing less damage
1.16. New smart city materials
1.16.1. 3D printed concrete - faster, better
1.16.2. Membranes for desalination, water recycling, electronics, batteries, fuel cells, architecture
1.16.3. Smart paint, structural and edit-able electronics for smart cities
1.16.4. Multi-mode roads, sidewalks, parking areas, airport runways
1.17. Winning types of new electric aircraft for cities
1.18. Scope for improving battery vehicle range / endurance land, water, air
1.19. Roadmaps and trends
1.19.1. Cement and concrete industry roadmap 2022-2042
1.19.2. Roadmap for ZE off grid desalination 2022-2042
1.19.3. 6G Communications roadmap 2022-2042
1.19.4. Manned electric aircraft roadmap 2021-2041
1.19.5. Robot shuttle technology and launch roadmap 2022-2042
1.20. Sensor trends
1.21. Smart materials forecasts
1.21.1. Global cement market billion tonnes by five regions 2022-2042
1.21.2. Smart glass (darkening, cooling metamaterial or photovoltaic electricity) $ million 2021-2041
1.21.3. Solar ground surface cladding $ billion 2021-2041
1.21.4. Cultured meat grown without animals $ million 2019-2030
1.21.5. Vertically farmed produce global market $million 2019-2030
1.21.6. Emerging photovoltaics 2042
1.21.7. 6G reprogrammable intelligent surfaces area, price, market value 2022-2042
1.21.8. RIS total operating area year end 2029-2041 billion square meters
1.21.9. 6G RIS value $/sq. meter to 2041
1.22. Devices, vehicles, aircraft and systems forecasts
1.22.1. 6G smartphone sales forecast 2030-2042
1.22.2. 5G and 6G communications impact 2022-2042
1.22.3. Low power WAN connections 2018-2029
1.22.4. Sensor market size: intersecting market segments 2032
1.22.5. Self-treating autonomous toilets $ billion 2021-2041
1.22.6. Robot shuttles number 2019-2041
1.22.7. Robot shuttles market value $ million 2019-2041
1.22.8. Fixed-wing conventional takeoff/ landing battery aircraft <20 passengers 2021-2041 number sold
1.22.9. eVTOL air taxi sales forecast units 2018-2041
1.22.10. eVTOL air taxi market revenue forecast $ billion 2018-2041
2. Smart cities appraisal: old, new and planned
2.1. City design of the future
2.2. The special case of China
2.2.1. Overview
2.2.2. Beijing
2.2.3. Net City Shenzhen
2.2.4. Ningpo Smart City
2.2.5. Xiong'an New Area
2.2.6. China BRI Project St Sofia Bulgaria
2.3. Babcock Ranch smart city in Florida USA
2.4. Belmont USA
2.5. Fujisawa Sustainable Smart Town
2.6. Dubai Sustainable City near Dubai
2.7. London as a smart city
2.8. New York as a smart city
2.9. NEOM The Line Saudi Arabia
2.10. Songdo South Korea
2.11. Telosa smart city USA
2.12. Tengah Singapore
2.13. Toyota Woven City Japan
3. Reinvented concrete and smart materials are key
3.1. Advanced concrete for smart cities
3.1.1. Introduction
3.1.2. Carbon dioxide emissions are being tackled
3.1.3. Concrete benefits
3.1.4. High performance cement and concrete HPC
3.1.5. Future cement and concrete feedstock and processing
3.1.6. 3D printed concrete - faster, better
3.1.7. 3D printing concrete from desert sand
3.1.8. Graphene concrete
3.1.9. Other new concrete capabilities creating new markets 2022-2042
3.1.10. Replacing concrete
3.1.11. Concrete and cement production in or near smart cities
3.1.12. Quarries and processing sites leverage assets to sell surplus power storage and electricity
3.1.13. Site issues and solutions
3.1.14. Conclusions on cement and concrete for smart cities
3.1.15. Conclusions concerning Ultra High Performance Concrete 2022-2042
3.1.16. Conclusions concerning radically new cement products and processes
3.1.17. Conclusions concerning process decarbonisation
3.1.18. World's largest cement producers and notable innovators
3.2. Smart materials and multifunctional structures for smart cities
3.2.1. Introduction
3.2.2. Multi-mode roads, sidewalks, parking areas, airport runways
3.2.3. Metamaterials
3.2.4. Next materials for city cooling
3.2.5. Radi-Cool USA metamaterial cooling film
4. Cognitive cities, hardware for 6G, IoT, sensors and privacy and security issues
4.1. Introduction
4.2. EAS, RFID, cameras
4.3. EnOcean smart node approach
4.4. Other advances in building and renewable energy

　

ページTOPに戻る

ご注文は、お電話またはWEBから承ります。お見積もりの作成もお気軽にご相談ください。

webからのご注文・お問合せはこちらのフォームから承ります

本レポートと同分野（M2M・IoT）の最新刊レポート

IDTechEx 社の最新刊レポート

本レポートと同じKEY WORD（iot）の最新刊レポート


よくあるご質問


IDTechEx社はどのような調査会社ですか?


IDTechExはセンサ技術や3D印刷、電気自動車などの先端技術・材料市場を対象に広範かつ詳細な調査を行っています。データリソースはIDTechExの調査レポートおよび委託調査（個別調査）を取り扱う日... もっと見る


調査レポートの納品までの日数はどの程度ですか?


在庫のあるものは速納となりますが、平均的には 3-４日と見て下さい。
但し、一部の調査レポートでは、発注を受けた段階で内容更新をして納品をする場合もあります。
発注をする前のお問合せをお願いします。


注文の手続きはどのようになっていますか?


1)お客様からの御問い合わせをいただきます。
2)見積書やサンプルの提示をいたします。
3)お客様指定、もしくは弊社の発注書をメール添付にて発送してください。
4)データリソース社からレポート発行元の調査会社へ納品手配します。
5) 調査会社からお客様へ納品されます。最近は、pdfにてのメール納品が大半です。


お支払方法の方法はどのようになっていますか?


納品と同時にデータリソース社よりお客様へ請求書（必要に応じて納品書も）を発送いたします。
お客様よりデータリソース社へ（通常は円払い）の御振り込みをお願いします。
請求書は、納品日の日付で発行しますので、翌月最終営業日までの当社指定口座への振込みをお願いします。振込み手数料は御社負担にてお願いします。
お客様の御支払い条件が60日以上の場合は御相談ください。
尚、初めてのお取引先や個人の場合、前払いをお願いすることもあります。ご了承のほど、お願いします。


データリソース社はどのような会社ですか?


当社は、世界各国の主要調査会社・レポート出版社と提携し、世界各国の市場調査レポートや技術動向レポートなどを日本国内の企業・公官庁及び教育研究機関に提供しております。
世界各国の「市場・技術・法規制などの」実情を調査・収集される時には、データリソース社にご相談ください。
お客様の御要望にあったデータや情報を抽出する為のレポート紹介や調査のアドバイスも致します。



詳細検索

このレポートへのお問合せ

お問合せはこちらから

03-3582-2531

電話お問合せもお気軽に

 

2024/07/04　10:27

162.47 円

175.74 円

209.86 円

ページTOPに戻る

株式会社 データリソース　Data Resources, Inc.
東京都港区赤坂1-14-5　アークヒルズエグゼクティブタワー N313

電話：03-3582-2531
FAX：03-3582-2861
Eメール：office@dri.co.jp

FAQ サイトマップ プライバシーポリシー お問合せ

関連会社:
株式会社ユーディーアール

COPYRIGHT(C) 2011-2023　DATA RESOURCES, Inc. ALL RIGHTS RESERVED.