基于衛(wèi)星遙感的

智慧城市應(yīng)用

SATELLITE-BASED REMOTE SENSING

SMART CITY APPLICATION

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

www.dbluespace.com

深藍空間在衛(wèi)星遙感大數(shù)據(jù)技術(shù)方面體系完整，專注于衛(wèi)星遙感大數(shù)據(jù)應(yīng)用，為農(nóng)業(yè)

資源調(diào)查與監(jiān)測分析、水資源保護、大氣環(huán)境環(huán)保、水利管理監(jiān)測、地物類型監(jiān)測、

生態(tài)文明建設(shè)、石油天然氣管道安全運維、輸電線路安全監(jiān)測等行業(yè)提供智能化、系

統(tǒng)化解決方案，多項技術(shù)均為國內(nèi)開創(chuàng)性研發(fā)和應(yīng)用。

公司

簡介

COMPANY PROFILE

2021

爆發(fā)

深藍空間技術(shù)體系完成構(gòu)

建，業(yè)務(wù)全面爆發(fā)，全年營

收超預(yù)期。

2015

起步

國家航天領(lǐng)域正式向公眾放

開，深藍空間創(chuàng)始人優(yōu)選團隊

正式啟程。

2019

成長

正式面向市場，并斬獲了中國石

油、南方電網(wǎng)等重量級用戶訂單，

開創(chuàng)了多個衛(wèi)星遙感應(yīng)用領(lǐng)域和

行業(yè)服務(wù)。

2017

布局

衛(wèi)星遙感納入國家科技戰(zhàn)略。

團隊磨合成熟，正式于 2017

年 11 月注冊成立。

2019 年

深藍空間躋身國外第三方發(fā)布的“中國商業(yè)航天新銳力量版圖”。

2021年

深藍空間入選美國 IDA 評選的中國商業(yè)航天優(yōu)質(zhì)企業(yè)目錄。

在“國科大杯”創(chuàng)新創(chuàng)業(yè)大賽分項賽決賽中獲得一等獎，并成功入圍總決賽。

I

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

II

人才隊伍

擁有一支包含多光譜信息處理、圖像識別、地理信息系統(tǒng)集成、合成孔徑雷達信號處

理等多學(xué)科交叉的專業(yè)人才隊伍。深藍空間核心團隊來自航天科研院所和高校，與中

國航天科技多家單位簽署戰(zhàn)略合作協(xié)議。形成了核心算法研發(fā)、系統(tǒng)集成、推廣落地、

駐場服務(wù)為一體的閉環(huán)經(jīng)營模式。產(chǎn)品秉承了航天品質(zhì)，具有行業(yè)領(lǐng)先的原創(chuàng)技術(shù)以

及服務(wù)理念。獲得了生態(tài)環(huán)境部認可，為生態(tài)環(huán)境部環(huán)境規(guī)劃院、環(huán)境科學(xué)研究院重

點配套支撐單位。

技術(shù)資質(zhì)

深 藍 空 間 通 過 ISO9001 質(zhì) 量 管 理 體 系 認 證、ISO14001 環(huán) 境 管 理 體 系 認 證、

OHSAS18001 職業(yè)健康安全管理認證、ISO27001 信息安全管理體系認證。

www.dbluespace.com

知識產(chǎn)權(quán)

深藍空間在衛(wèi)星遙感大數(shù)據(jù)方面擁有相關(guān)發(fā)明專利 18 余項，軟件著作權(quán) 43 余項。科

研成果涵蓋大氣環(huán)境監(jiān)測與溯源、水環(huán)境監(jiān)測與溯源、地物目標(biāo)自動化識別、地質(zhì)沉

降安全監(jiān)測預(yù)警等各大技術(shù)領(lǐng)域。深藍空間獨立研發(fā)的“國產(chǎn)衛(wèi)星圖像數(shù)據(jù)處理軟件”、

大氣環(huán)境污染監(jiān)測大數(shù)據(jù)平臺、水環(huán)境污染監(jiān)測與溯源平臺及“地物變化監(jiān)測”系統(tǒng)，

具有獨創(chuàng)性、科學(xué)性及專業(yè)性。

其中，“國產(chǎn)衛(wèi)星圖像數(shù)據(jù)處理軟件”在重點領(lǐng)域應(yīng)用軟件研發(fā)方面實現(xiàn)了自主可控、

替代進口，打破了國外壟斷?！暗匚镒兓O(jiān)測”系統(tǒng)識別準(zhǔn)確率可達 99%，已被廣泛

應(yīng)用于生態(tài)環(huán)境、水利、電網(wǎng)、石油等多個行業(yè)。

此外，公司 SAR 雷達衛(wèi)星核心算法、干涉地質(zhì)沉降核心算法、變化監(jiān)測與目標(biāo)識別核

心算法、生態(tài)環(huán)保數(shù)據(jù)挖掘算法、多源衛(wèi)星天地協(xié)同算法和衛(wèi)星圖像處理核心算法等

多套軟件具有自主知識產(chǎn)權(quán)。擁有全國近 200 個城市的高分辨率對地觀測系統(tǒng)重大專

項遙感數(shù)據(jù)儲備，現(xiàn)有存量超過 4000T。

服務(wù)優(yōu)勢

SERVICE ADVANTAGES

實踐創(chuàng)新

在國內(nèi)，深藍空間首次采用“天地一體”手段實現(xiàn)大氣污染的精準(zhǔn)分析與治理管控服務(wù)、

實現(xiàn)農(nóng)業(yè)種植地及種植作物大面積監(jiān)測識別分析；首次采用“天地一體”手段完成水

環(huán)境監(jiān)測、分析與排污口溯源第三方系統(tǒng)化管控服務(wù)；首次開創(chuàng)性的提供了“天地一體”

輸電線路沿線安全運維服務(wù)；首次開創(chuàng)性的實現(xiàn)了“天地一體”輸油氣管道安全運維

等一系列服務(wù)。

III

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

IV

榮譽

資質(zhì)

APTITUDE

公 司 通 過 國 家 高 新 技 術(shù) 企 業(yè) 認 證、ISO9001 質(zhì) 量 管 理 體 系 認 證 、

ISO14001 環(huán)境管理體系認證、OHSAS18001 職業(yè)健康安全管理認證

和 ISO27001 信息安全管理體系認證。

18

43

衛(wèi)星遙感大數(shù)據(jù)發(fā)明專利

軟件著作權(quán)

+

+

The company has passed the national high-tech enterprise certification, ISO9001 quality

management system certification, ISO14001 environmental management system certification,

OHSAS18001 occupational health and safety management certification and ISO27001

information security management system certification.

www.dbluespace.com

目錄

DIRECTORY

V

01基于衛(wèi)星遙感的智慧城市應(yīng)用成果

02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

·智慧平臺——三維實景空間數(shù)據(jù)底座

·智慧環(huán)保——“天地一體化”大氣環(huán)境立體分析與精準(zhǔn)管控

·智慧綠化——“揚塵裸土” 一張圖管控

·智慧水務(wù)——“天地一體化”水體環(huán)境監(jiān)測服務(wù)

·智慧安全——建筑橋梁沉降安全監(jiān)測

·智慧規(guī)劃——國土空間規(guī)劃與治理

·智慧交通——道路識別及路基形變監(jiān)測預(yù)警

·智慧農(nóng)業(yè)——農(nóng)業(yè)資源調(diào)查及作物動態(tài)監(jiān)測分析

·智慧應(yīng)急——“天眼”助力城市自然災(zāi)害監(jiān)測預(yù)警

01

03

03

05

06

07

09

10

11

12

14

www.dbluespace.com 01

城市·

APPLICATION RESULTS OF SMART CITY BASED ON SATELLITE

遙感

REMOTE SENSING

基于衛(wèi)星遙感的智慧城市應(yīng)用成果

深藍空間受國家管網(wǎng)集團西南油氣管道有限責(zé)任公司委托，開展了基于衛(wèi)星遙感的

山地管道沿線高后果區(qū)動態(tài)監(jiān)測；應(yīng)北京管道要求，對陜京管道進行地址災(zāi)害專業(yè)排

查評價項目開展相關(guān)工作；完成了東南亞原油管道、天然氣管道有限公司緬甸段管道

風(fēng)險隱患排查以及完整性監(jiān)管服務(wù)。有效提取了油氣管道沿線地物變化情況，實現(xiàn)了

高后果區(qū)動態(tài)變化監(jiān)測降本增效以及全面化、自動化、高智能化管道沿線長時序第三

方破壞跡象排查。完成了管道沿線地面沉降態(tài)勢、滑坡趨勢和受災(zāi)程度綜合研判相應(yīng)

服務(wù)成果與實際業(yè)務(wù)應(yīng)用需求高度契合，得到有關(guān)領(lǐng)導(dǎo)高度認可。

2021 年深藍空間實現(xiàn)了大河灣農(nóng)場天地一體化農(nóng)業(yè)遙感服務(wù)，高效完成區(qū)域作物

動態(tài)長勢監(jiān)測及土壤墑情、氣象情況分析。構(gòu)建了陸良縣“一縣一業(yè)”數(shù)據(jù)中心平臺系統(tǒng)，

提供了陸良縣蔬菜種植類型精細化識別、面積提取分析服務(wù)，助力區(qū)域業(yè)務(wù)部門實現(xiàn)

科學(xué)、精準(zhǔn)農(nóng)業(yè)監(jiān)管。

01基于衛(wèi)星遙感的智慧城市應(yīng)用成果

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

02

深藍空間先后完成了常熟市“天地一體”大氣污染精準(zhǔn)分析與治理管控服務(wù)、河南

周口“天地一體”大氣污染精準(zhǔn)分析與治理管控服務(wù)。對空氣質(zhì)量精準(zhǔn)分析與精準(zhǔn)管

控后，使之由原來不能按照上級要求完成 PM2.5 和優(yōu)良天數(shù)雙達標(biāo)的局面轉(zhuǎn)向?qū)崿F(xiàn)了

年底雙達標(biāo)，應(yīng)用成果得到當(dāng)?shù)卣叨日J可。

深藍空間為常熟市提供了“天地一體”水環(huán)境污染監(jiān)測、分析與排污口溯源第三方

系統(tǒng)化、立體式管控服務(wù)。在常熟市區(qū)域范圍內(nèi)完成 5000 余處排污口的精準(zhǔn)定位，上

百起溯源分析結(jié)果交辦至執(zhí)法系統(tǒng)，受到了常熟市和蘇州市主管領(lǐng)導(dǎo)的高度好評。全

方位提供遙感影像數(shù)據(jù)服務(wù)、地表資源監(jiān)測服務(wù)、水質(zhì)監(jiān)測與預(yù)警服務(wù)、污染源監(jiān)測

與分析服務(wù)、常態(tài)化蘇州常熟市國省考斷面達標(biāo)分析服務(wù)，真正實現(xiàn)“一張圖”作戰(zhàn)。

www.dbluespace.com 03

基于國產(chǎn)高分辨率衛(wèi)星遙感影像，構(gòu)建“以實景三維數(shù)據(jù)圖為核心，以數(shù)據(jù)共享交換、

計算分析為支撐”的空間數(shù)據(jù)底座。借助全域立體性、統(tǒng)一空間標(biāo)識性的二三維一體化

引擎，集數(shù)據(jù)、算法、算力、業(yè)務(wù)流程、服務(wù) API 為一體。對全域空間每一寸土地精

確標(biāo)識，在精準(zhǔn)地理標(biāo)識為索引的數(shù)據(jù)管理及利用基礎(chǔ)上，完成數(shù)據(jù)在實景三維孿生

空間的動態(tài)呈現(xiàn)。組建區(qū)域智慧大腦和能力中臺，形成智慧城市“內(nèi)核”和技術(shù)創(chuàng)新“引

擎”的資源中心和生態(tài)監(jiān)管、安全一體化支撐體系。打造多維度、全景觀、跨時空的

全域?qū)嵕叭S數(shù)字孿生城市，形成標(biāo)準(zhǔn)化的統(tǒng)一時空數(shù)據(jù)基底，實現(xiàn)對數(shù)據(jù)的歸一表達、

統(tǒng)一管理、動態(tài)更新、資源共享、存量與增量數(shù)據(jù)時空一體化組織。

Based on the domestic high resolution satellite remote sensing image, the spatial data base of ' taking real

three-dimensional data map as the core, data sharing and exchange, calculation and analysis as the support ' is

constructed. With the help of the two-dimensional and three-dimensional integrated engine of global stereo and

unified spatial identity, it integrates data, algorithm, computing power, business process and service API. For each

inch of land in the global space, the dynamic presentation of the data in the real three-dimensional twin space is

completed on the basis of the data management and utilization of the precise geographical indication as the index.

Set up regional wisdom brain and ability center, form wisdom city 's ' core ' and technological innovation ' engine

' resource center and ecological supervision, security integration support system. To create a multi-dimensional,

full-landscape, cross-space three-dimensional digital twin city, form a standardized unified space-time data

base, realize the unified expression of data, unified management, dynamic update, resource sharing, stock and

incremental data space-time integration organization.

01 智慧平臺——三維實景空間數(shù)據(jù)底座

Smart Platform —— Base of 3D Real Space Data

02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

04

圖 1 城市數(shù)字孿生空間

www.dbluespace.com 05

基于多源衛(wèi)星遙感數(shù)據(jù)精準(zhǔn)反演區(qū)域內(nèi)污染物濃度及分布特征，明確易發(fā)污染成因及

污染物傳輸通道。通過我公司自主研發(fā)模型，結(jié)合地面數(shù)據(jù)、走航車、無人機、手持

監(jiān)測設(shè)備等精準(zhǔn)定位污染源頭及排放量，應(yīng)用智能算法實現(xiàn)區(qū)域內(nèi)企業(yè)排污量化排名，

為大氣污染治理以及應(yīng)急管控提供可視化作戰(zhàn)地圖。建立大氣污染問題檔案，實時追

蹤污染問題的“發(fā)現(xiàn) - 整改 - 復(fù)查 - 評估”全過程，為管理部門制定大氣污染防治長期

決策提供重要參考。

Based on multi-source satellite remote sensing data, the concentration and distribution characteristics of

pollutants in the region are accurately retrieved, and the causes of pollution and pollutant transmission channels

are clarified. Through the independent research and development model of our company, combined with ground

data, cruise vehicles, unmanned aerial vehicles, handheld monitoring equipment and other accurate positioning of

pollution sources and emissions, the intelligent algorithm is used to realize the quantitative ranking of enterprise

pollution discharge in the region, and provide visual combat map for air pollution control and emergency control.

The establishment of air pollution archives can track the whole process of ' discovery- rectification- reviewevaluation ' of pollution problems in real time, and provide important reference for the management department to

make long-term decisions on air pollution prevention and control.

圖 2 大氣污染物分布成果示例及技術(shù)過程

02

智慧環(huán)保

“天地一體化”大氣環(huán)境立體分析與精準(zhǔn)管控

intelligent environmental protection

Stereoscopic Analysis and Precision Control of Atmospheric Environment in ' Integration of Space and Earth '

02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

06

借助遙感衛(wèi)星數(shù)據(jù)的高空間分辨率和空間大尺度優(yōu)勢，構(gòu)建工地及裸土精準(zhǔn)分析系統(tǒng)，

完成全域工地及裸土數(shù)據(jù)的識別采集、面積提取、整合集成，實現(xiàn)多源異構(gòu)大氣環(huán)境數(shù)

據(jù)統(tǒng)一化和標(biāo)準(zhǔn)化接入、管理和展示——提供定性化、定量化的工地及裸土問題定位；

實現(xiàn)數(shù)據(jù)的更新、定位、回傳、處理、信息挖掘。打造“數(shù)據(jù) + 服務(wù) + 管理”三位一

體的區(qū)域“天地一體”大氣環(huán)境污染監(jiān)測綜合服務(wù)系統(tǒng)，助力生態(tài)管理部門實現(xiàn)“一張

圖”作戰(zhàn)，精準(zhǔn)防控治理。

With the advantages of high spatial resolution and large spatial scale of remote sensing satellite data, the accurate

analysis system of site and bare soil is constructed, and the identification and collection, area extraction and

integration of global site and bare soil data are completed. The unification and standardization of multi-source

heterogeneous atmospheric environmental data access, management and display - provide qualitative and

quantitative site and bare soil problem positioning ; realize data update, positioning, retransmission, processing,

information mining. Build ' data + service + management ' trinity regional ' integration of heaven and earth

' atmospheric environmental pollution monitoring integrated service system, help ecological management

departments to achieve ' one map ' combat, precise prevention and control.

03 智慧綠化——“揚塵裸土” 一張圖管控

Intelligent Greening —— A Map Control of Dust Nude Soil

圖 3 裸土提取分析結(jié)果示例

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04 智慧水務(wù)——“天地一體化”水體環(huán)境監(jiān)測服務(wù)

Intelligent water affairs —— ' integration of heaven and earth ' water environment monitoring service

“天地一體”技術(shù)可從全面、宏觀的視角實現(xiàn)城市全流域水環(huán)境污染源時空分布的監(jiān)

測與特征分析。以高分辨率（空間、時間、光譜）遙感衛(wèi)星系統(tǒng)為主要數(shù)據(jù)源，通過

融合斷面點監(jiān)測數(shù)據(jù)和衛(wèi)星遙感面監(jiān)測數(shù)據(jù)，反演包括溶解氧、高錳酸鹽指數(shù)、氨氮、

總磷、pH、濁度、總氮、五日生化需氧量、懸浮物濃度、葉綠素 a、透明度和化學(xué)需

氧量等 12 項水質(zhì)參數(shù)指標(biāo)和黑臭水體。進而與區(qū)域河湖水體污染變化規(guī)律進行關(guān)聯(lián)性

分析，探究區(qū)域水質(zhì)環(huán)境污染成因及未來變化趨勢。利用多場景的大數(shù)據(jù)管理平臺化，

對水質(zhì)環(huán)境污染的來源、分布、變化等特征進行自動分析、研判，經(jīng)接口輸出成為區(qū)

域水污染防治掛圖作戰(zhàn)參考。

The ' integration of heaven and earth ' technology can monitor and analyze the spatial and temporal distribution of

water environmental pollution sources in the whole urban watershed from a comprehensive and macro perspective.

With high-resolution ( space, time, and spectrum ) remote sensing satellite system as the main data source, 12

water quality parameters including dissolved oxygen, permanganate index, ammonia nitrogen, total phosphorus,

pH, turbidity, total nitrogen, five-day biochemical oxygen demand, suspended matter concentration, chlorophyll

a, transparency, and chemical oxygen demand, and black and odorous water were retrieved by integrating the

monitoring data of cross-section points and satellite remote sensing surface. Then the correlation analysis with

regional river and lake water pollution change rule is carried out to explore the causes and future trends of

regional water pollution. Using multi-scenario big data management platform, the source, distribution and change

characteristics of water pollution are automatically analyzed and judged, and the interface output becomes the

reference of regional water pollution prevention and control chart.

02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

深藍空間遙感技術(shù)有限公司

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圖 4 水體污染物分布成果示例

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05 智慧安全——建筑橋梁沉降安全監(jiān)測

Intelligent safety —— construction bridge settlement safety monitoring

利用多期星載合成孔徑雷達影像，采用時序 InSAR 技術(shù)實現(xiàn)對城市監(jiān)測區(qū)建筑、橋梁

等基礎(chǔ)設(shè)施形變情況進行實時動態(tài)監(jiān)測和分析。對于橋梁高速、城市建筑群、指定建

筑物等可利用三維形變監(jiān)測技術(shù)，實現(xiàn)其不同高度層 3-5mm 精度的形變監(jiān)測，及時發(fā)

現(xiàn)傾斜情況，保證城市建筑等整體安全。通過定量化研究自然環(huán)境的活動變化狀況，

及時進行處理隱患，為城市整體性結(jié)構(gòu)安全評估提供有效手段。

Based on the multi-cycle spaceborne SAR images, the real-time dynamic monitoring and analysis of the deformation

of infrastructure such as buildings and bridges in the urban monitoring area are realized by using the sequential

InSAR technology. The three-dimensional deformation monitoring technology can be used for high-speed bridges,

urban buildings, designated buildings, etc., to realize the deformation monitoring of 3-5 mm accuracy at different

heights, timely detect the inclination and ensure the overall safety of urban buildings. By quantitatively studying

the changes of natural environment activities, we can deal with hidden dangers in a timely manner, and provide

effective means for the safety assessment of urban overall structure.

圖 5 建筑橋梁沉降安全監(jiān)測

02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

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06 智慧規(guī)劃——國土空間規(guī)劃與治理

Intelligent planning —— land space planning and governance

基于時序遙感影像、大數(shù)據(jù)分析、遙感地物智能識別算法等先進技術(shù)對變化區(qū)域的地物

類型進行識別，開展國土空間布局信息分析 ( 如城市建成區(qū)范圍、城鄉(xiāng)用地結(jié)構(gòu)、建筑

密度與建筑容積率、城市環(huán)境污染等 )、生態(tài)環(huán)境變化監(jiān)測 ( 城市擴展、土地利用 / 土

地覆蓋變化等 ) 及規(guī)劃實施情況檢查 ( 監(jiān)測未經(jīng)批準(zhǔn)的建設(shè)工程及已實施的、重大工程

項目的落實情況 ) 等對應(yīng)用的內(nèi)容、方案及效果進行綜合分析。為城市規(guī)劃提供眾多基

礎(chǔ)數(shù)據(jù)，實現(xiàn)科學(xué)合理國土空間規(guī)劃。

Based on the advanced technologies such as time series remote sensing images, big data analysis, and intelligent

recognition algorithm of remote sensing ground objects, the ground object types in the changing regions are

identified. The content, scheme and effect of the application are comprehensively analyzed by carrying out the

information analysis of land spatial layout ( such as the scope of urban built-up areas, urban and rural land use

structure, building density and building volume ratio, and urban environmental pollution ), the monitoring of

ecological environment change ( urban expansion, land use / land cover change, etc. ), and the inspection of

planning implementation ( monitoring the implementation of unauthorized construction projects and implemented

and major projects ). Provide a large number of basic data for urban planning to achieve scientific and rational land

and space planning.

圖 6 違章建筑衛(wèi)星遙感監(jiān)測

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07 智慧交通——道路識別及路基形變監(jiān)測預(yù)警

Intelligent traffic —— road identification and subgrade deformation monitoring and early warning

基于長時序高分辨率衛(wèi)星遙感影像，借助卷積神經(jīng)網(wǎng)絡(luò)算法的路網(wǎng)提取技術(shù)，構(gòu)建道

路特征庫模型。采用時序 InSAR 技術(shù)對城市全域范圍的交通路網(wǎng)地質(zhì)沉降監(jiān)測，實現(xiàn)

新城區(qū)交通路面狀態(tài)全天候、全天時的動態(tài)監(jiān)測。提高監(jiān)測效率同時降低成本，為政

府部門實現(xiàn)區(qū)域道路交通設(shè)施安全保障、道路地表形變、崩塌、斷裂等一系列問題的

全方位高效監(jiān)測管理、實施交通安全應(yīng)急舉措提供技術(shù)支撐。

Based on long time series high resolution satellite remote sensing images, the road feature library model is

constructed by using the road network extraction technology of convolutional neural network algorithm. Time

series InSAR technology is used to monitor the geological subsidence of urban traffic network in the whole region,

and the dynamic monitoring of traffic pavement state in the new urban area is realized in all weather and all day.

It can improve the monitoring efficiency and reduce the cost, and provide technical support for the government

departments to achieve comprehensive and efficient monitoring and management of a series of problems such

as regional road traffic facilities security, road surface deformation, collapse and fracture, and implement traffic

safety emergency measures.

圖 7 城市道路和道路沿線邊坡監(jiān)測

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02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

08 智慧農(nóng)業(yè)——農(nóng)業(yè)資源調(diào)查及作物動態(tài)監(jiān)測分析

Intelligent Agriculture —— Agricultural Resource Survey and Crop Dynamic Monitoring Analysis

針對城市農(nóng)作物、農(nóng)田、坑塘水污染等信息采集速度慢及監(jiān)測全面性不足的

問題，基于長時序高分辨率衛(wèi)星遙感影像、人工智能及大數(shù)據(jù)算法，實現(xiàn)區(qū)

域農(nóng)作物類型、面積識別提取與各類型作物種植資源時空分布情況。結(jié)合深

度學(xué)習(xí)算法，動態(tài)識別提取區(qū)域非糧化非農(nóng)化（包括耕地區(qū)域建筑、樹林、

坑塘等類型）行為，保護耕地紅線。

通過多光譜衛(wèi)星遙感影像，進行作物的生長信息反演，建立作物階段性關(guān)聯(lián)

模型，進行作物長勢和產(chǎn)量評估、健康狀況監(jiān)測。進而構(gòu)建面向農(nóng)業(yè)農(nóng)村局

具體需求的農(nóng)業(yè)信息監(jiān)測與管控系統(tǒng)，為城市農(nóng)業(yè)資源的綜合規(guī)劃提供長期

基礎(chǔ)數(shù)據(jù)和技術(shù)支撐。

Aiming at the problems of slow information collection speed and insufficient comprehensive

monitoring of urban crops, farmland and pond water pollution, based on long time series high

resolution satellite remote sensing image, artificial intelligence and big data algorithm, the regional

crop type, area identification and extraction, and the spatial and temporal distribution of various

crop planting resources are realized. Combined with deep learning algorithm, dynamic recognition

and extraction of regional non-grain and non-agricultural ( including building, forest, pond and other

types of cultivated land ) behavior, protect the red line of cultivated land.

Through the multi-spectral satellite remote sensing image, the growth information of crops was

retrieved, and the crop stage correlation model was established to evaluate the crop growth and yield,

and monitor the health status. Then the agricultural information monitoring and control system for

the specific needs of the Agricultural and Rural Bureau is constructed to provide long-term basic data

and technical support for the comprehensive planning of urban agricultural resources.

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圖 8 非農(nóng)化信息普查

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02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

深藍空間遙感技術(shù)有限公司

航天品質(zhì)助力行業(yè)升級 衛(wèi)星科技引領(lǐng)遙感未來

城市汛期降雨形成的洪水或臺風(fēng)等氣象災(zāi)害對日常運行會產(chǎn)生較大的安全隱患。綜合采

用雷達衛(wèi)星及光學(xué)高分衛(wèi)星資源等多源數(shù)據(jù)對旱災(zāi)、洪水災(zāi)情、臺風(fēng)等災(zāi)害分布狀況、

淹沒范圍、持續(xù)時間以及影響程度等進行宏觀監(jiān)測評估，并給出災(zāi)情圖像、受災(zāi)體空間

分布及受災(zāi)面積等信息統(tǒng)計評估。通過疊加路網(wǎng)數(shù)據(jù)，還可對區(qū)域的搶險救災(zāi)提供科學(xué)

路線規(guī)劃。

09 智慧應(yīng)急——“天眼”助力城市自然災(zāi)害監(jiān)測預(yù)警

Smart emergency ——‘ heavenly eye ’ helps urban natural disaster monitoring and early warning

Meteorological disasters such as floods or typhoons caused by rainfall in urban flood season have great security

risks to daily operation. The multi-source data such as radar satellite and optical high-resolution satellite resources

are comprehensively used to carry out macro monitoring and evaluation on the distribution, inundation range,

duration and influence degree of drought, flood disaster, typhoon and other disasters, and the statistical evaluation

of disaster image, spatial distribution of affected body and affected area is given. By overlaying road network data,

it can also provide scientific route planning for regional emergency rescue and disaster relief.

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圖 9-1 區(qū)域受災(zāi)前后地物環(huán)境對比分析

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圖 9-2 區(qū)域受災(zāi)前后地物環(huán)境對比分析

《 洪水淹沒區(qū)域》

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02基于衛(wèi)星遙感的智慧城市應(yīng)用服務(wù)

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聯(lián)系我們

北京深藍空間遙感技術(shù)有限公司是一家通過空間遙感信息大

數(shù)據(jù)收集、數(shù)據(jù)挖掘、智能分析和三維可視化系統(tǒng)等技術(shù)手段，

為城市交通、重大基礎(chǔ)建筑設(shè)施、電網(wǎng)電力、石油能源等行業(yè)提

供智能化監(jiān)測解決方案的衛(wèi)星遙感應(yīng)用控股公司。

北京市.朝陽區(qū)

曙光西里甲1號第三置業(yè)A-302號

商務(wù)合作 business@dbluespace.com

010-58220130

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