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市场调查报告书
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1833554

2032 年共享自动驾驶汽车市场预测：按零件、车辆类型、自动化程度、推进类型、应用、最终用户和地区进行的全球分析

Shared Autonomous Vehicle Market Forecasts to 2032 - Global Analysis By Component (Sensors, Actuators, Control Units and Connectivity Modules), Vehicle Type, Level of Automatio, Propulsion Type, Application, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据，全球共享自动驾驶汽车市场预计在 2025 年达到 29 亿美元，到 2032 年将达到 309 亿美元，预测期内的复合年增长率为 40%。

共享自动驾驶汽车 (SAV) 是一种无人驾驶汽车，旨在为多名用户提供无需人类驾驶人的按需出行服务。 SAV 将自动驾驶技术与共乘和车队管理系统相结合，实现高效、经济且灵活的城市出行。透过共用路线为多名乘客提供服务，SAV 可以减少交通拥堵、减少排放气体并优化资源利用。 SAV 通常与数位平台和应用程式集成，可透过智慧型手机召唤、追踪和支付，从而将传统公共交通和私家车转变为更永续的自动驾驶模式。

人工智慧和感测器技术的进步

共享自动驾驶汽车越来越多地配备光达、雷达和电脑视觉，以便在复杂的城市环境中导航。与边缘运算和即时分析的整合增强了决策能力和路线最佳化。公共和私人对自动驾驶出行平台的投资正在推动其普及。需求涵盖叫车、接驳车服务和城市交通网。这些动态使人工智慧和感测器创新成为共享自动驾驶汽车市场的关键驱动力，并推动整体市场成长。

大众认知与信任问题

对机器错误、资料隐私和缺乏人为控制的担忧正在影响公众情绪和监管话语。製造商必须投资于透明度、教育和试验计画，以建立信任。媒体对孤立事件和技术故障的报导加剧了人们的警觉。监管机构要求在全面部署之前进行严格的检验并让公众参与。儘管技术已经准备就绪，但这些因素仍在限制市场扩张。

提高安全性并减少交通拥堵

预测演算法、协同驾驶通讯协定和即时交通数据正在使交通流量更加顺畅，碰撞减少。智慧基础设施、V2X通讯以及与多模态交通系统的整合正在扩大其影响力。拥堵控制、排放和包容性出行等公共措施正在推动其应用。对更安全、更清洁、更有效率的交通的需求正在激发创新。这些发展正在创造有利的市场条件，并促进共享和自动驾驶汽车的部署。

开发和营运成本高

製造商面临感测器校准、软体检验以及在实际环境中车辆协调等挑战。与维护、网路安全和保险相关的营运成本也增加了复杂性。收益延迟和不确定的投资报酬率正在影响投资者信心。官民合作关係和成本分摊模式仍处于起步阶段。这些限制因素带来了财务风险，并限制了市场的全面发展。

COVID-19的影响：

新冠疫情扰乱了共享自动驾驶汽车市场，导致试验计画暂停、出行需求下降以及监管审批延迟。供应链中断和社交隔离规定影响了车辆测试和共享出行模式。然而，对非接触式交通、数位基础设施和弹性城市出行的日益关注，部分抵消了市场放缓的影响。疫情后的復苏源自于对安全、高效且技术驱动的交通解决方案日益增长的需求。车辆卫生、占用管理和自动配送的创新正在加速其应用。这些转变正在重塑全球共享自动驾驶汽车市场的格局。

预测期内，乘用车市场预计将成为最大的市场

由于乘用车在城市交通、叫车和个人交通服务领域的广泛应用，预计在预测期内，乘用车领域将占据最大的市场份额。自动驾驶乘用车正在引入共用车队，以减少交通拥堵、排放气体和停车需求。製造商正在优化车辆设计，以提高舒适性、安全性和感测器整合。大都会圈、校园接驳车和旅游走廊的需求依然强劲。监管机构对自动驾驶试验和智慧城市计画的支持正在推动自动驾驶的普及，并促进整体市场的成长。

预计混合动力汽车领域在预测期内将实现最高的复合年增长率。

预计混合动力汽车领域将在预测期内实现最高成长率，这得益于对燃油效率、排放气体和过渡期自主驾驶的需求。混合动力传动系统正被整合到自动驾驶平台中，以平衡续航里程、性能和环境影响。製造商正在利用混合动力系统来延长驾驶时间并降低营业成本。公共和私营部门对绿色出行和汽车电气化的投资正在加速其普及。该领域正成为共享和自动驾驶汽车的高成长前沿，推动市场扩张。

占比最大的地区：

在预测期内，北美预计将占据最大的市场份额，这得益于其先进的出行基础设施、强有力的监管支持以及对自动驾驶技术的大量投资。美国和加拿大在试验计画、自动驾驶汽车立法和智慧城市融合方面发挥着主导作用。公共部门在城市交通现代化、排放气体和安全创新方面的倡议正在增强需求。区域性和全球性公司正在透过伙伴关係和车队试验扩大部署。监管的明确性和消费者的准备度正在推动自动驾驶汽车的普及。

复合年增长率最高的地区：

由于快速的都市化、智慧城市计划的扩张以及政府对自动驾驶出行的投资，预计亚太地区将在预测期内实现最高的复合年增长率。中国、日本、韩国和印度等国家正在扩大自动驾驶汽车在公共交通、物流和最后一哩连接上的应用。官民合作关係和行动优先策略正在改善都市区和半都市区的可及性。对经济实惠、高效且技术驱动的交通的需求正在推动创新。本地製造商和全球公司正在合作，以在地化和扩展解决方案。

免费客製化服务：

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  • 公司简介
    • 对最多三家其他市场公司进行全面分析
    • 主要企业的SWOT分析（最多3家公司）
  • 区域细分
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    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 数据分析
    • 数据检验
    • 研究途径
  • 研究材料
    • 主要研究资料
    • 次级研究资讯来源
    • 先决条件

第三章市场走势分析

  • 驱动程式
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19的影响

第四章 波特五力分析

  • 供应商的议价能力
  • 买方的议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5. 全球共享自动驾驶汽车市场（按零件）

  • 感应器
  • 致动器
  • 控制单元
  • 连接模组

6. 全球共享自动驾驶汽车市场（按车型）

  • 搭乘用车
  • 商用车

7. 全球共享自动驾驶汽车市场（依自动化程度划分）

  • 第 3 级：条件自动化
  • 等级 4：进阶自动化
  • 5级：全自动

8. 全球共享自动驾驶汽车市场（依推进类型）

  • 电动车（EV）
  • 混合动力汽车
  • 燃料电池汽车

9. 全球共享自动驾驶汽车市场（按应用）

  • 叫车服务
  • 汽车共享服务
  • 公共运输
  • 物流与配送
  • 其他用途

第 10 章全球共享自动驾驶汽车市场（按最终用户）

  • 个人用户
  • 车队营运商
  • 政府
  • 其他最终用户

第 11 章全球共享自动驾驶汽车市场（按地区）

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲地区

第十二章 重大进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十三章：企业概况

  • Waymo LLC
  • Cruise LLC
  • Aurora Innovation, Inc.
  • Tesla, Inc.
  • Mobileye Global Inc.
  • Baidu, Inc.
  • Zoox, Inc.
  • AutoX Inc.
  • Pony.ai, Inc.
  • NVIDIA Corporation
  • Aptiv PLC
  • Uber Technologies, Inc.
  • Lyft, Inc.
  • Toyota Motor Corporation
Product Code: SMRC31387

According to Stratistics MRC, the Global Shared Autonomous Vehicle Market is accounted for $2.9 billion in 2025 and is expected to reach $30.9 billion by 2032 growing at a CAGR of 40% during the forecast period. A Shared Autonomous Vehicle (SAV) is a self-driving vehicle designed to provide on-demand transportation to multiple users without the need for a human driver. SAVs combine autonomous driving technology with ride-sharing or fleet management systems, enabling efficient, cost-effective, and flexible urban mobility. They reduce congestion, lower emissions, and optimize resource use by serving multiple passengers through shared routes. Typically integrated with digital platforms or apps, SAVs can be summoned, tracked, and paid for via smartphones, transforming traditional public transport and personal vehicle ownership into a more sustainable, automated model.

Market Dynamics:

Driver:

Advancements in AI and sensor technologies

Shared autonomous vehicles are increasingly equipped with LiDAR, radar, and computer vision to navigate complex urban environments. Integration with edge computing and real-time analytics is enhancing decision-making and route optimization. Public and private investments in autonomous mobility platforms are reinforcing adoption. Demand spans across ride-hailing, shuttle services, and urban transit networks. These dynamics are positioning AI and sensor innovation as a key driver of the shared autonomous vehicle market, thereby boosting overall market growth.

Restraint:

Public perception and trust issues

Concerns over machine error, data privacy, and lack of human control are influencing public sentiment and regulatory discourse. Manufacturers must invest in transparency, education, and pilot programs to build trust. Media coverage of isolated incidents and technical failures is amplifying caution. Regulatory bodies are demanding rigorous validation and public engagement before full-scale deployment. These factors are constraining market expansion despite technological readiness.

Opportunity:

Enhanced safety and reduced traffic congestion

Predictive algorithms, cooperative driving protocols, and real-time traffic data are enabling smoother flow and fewer collisions. Integration with smart infrastructure, V2X communication, and multimodal transport systems is expanding impact. Public initiatives in congestion pricing, emissions reduction, and inclusive mobility are reinforcing adoption. Demand for safer, cleaner, and more efficient transport is accelerating innovation. These developments are creating favorable conditions for market growth, thereby advancing the deployment of shared autonomous vehicles.

Threat:

High development and operational costs

Manufacturers face challenges in sensor calibration, software validation, and fleet coordination under real-world conditions. Operational costs related to maintenance, cybersecurity, and insurance are adding complexity. Delays in monetization and uncertain ROI are affecting investor confidence. Public-private partnerships and cost-sharing models are still evolving. These limitations are introducing financial risk and constraining full-scale market development.

Covid-19 Impact:

The Covid-19 pandemic disrupted the Shared Autonomous Vehicle market, causing temporary halts in pilot programs, reduced mobility demand, and delays in regulatory approvals. Supply chain interruptions and social distancing mandates affected vehicle testing and shared ride models. However, the increased focus on contactless transport, digital infrastructure, and resilient urban mobility partially offset the slowdown. Post-pandemic recovery is driven by growing demand for safe, efficient, and tech-enabled transport solutions. Innovations in fleet sanitization, occupancy management, and autonomous delivery are accelerating adoption. These shifts are reshaping the shared autonomous vehicle landscape across global markets.

The passenger cars segment is expected to be the largest during the forecast period

The passenger cars segment is expected to account for the largest market share during the forecast period owing to its widespread use in urban mobility, ride-hailing, and personal transport services. Autonomous passenger vehicles are being deployed in shared fleets to reduce congestion, emissions, and parking demand. Manufacturers are optimizing vehicle design for comfort, safety, and sensor integration. Demand remains strong across metropolitan areas, campus shuttles, and tourism corridors. Regulatory support for autonomous trials and smart city initiatives is reinforcing adoption, thereby boosting overall market growth.

The hybrid vehicles segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the hybrid vehicles segment is predicted to witness the highest growth rate driven by demand for fuel efficiency, emissions reduction, and transitional autonomy. Hybrid powertrains are being integrated into autonomous platforms to balance range, performance, and environmental impact. Manufacturers are leveraging hybrid systems to support extended operation and lower operating costs. Public and private investments in green mobility and fleet electrification are accelerating adoption. This segment is emerging as a high-growth frontier for shared autonomous vehicles, thereby accelerating market expansion.

Region with largest share:

During the forecast period, the North America region is expected to hold the largest market share due to its advanced mobility infrastructure, strong regulatory support, and high investment in autonomous technologies. The U.S. and Canada are leading in pilot programs, AV legislation, and smart city integration. Public initiatives in urban transport modernization, emissions reduction, and safety innovation are reinforcing demand. Regional manufacturers and global players are scaling deployment through partnerships and fleet trials. Regulatory clarity and consumer readiness are supporting widespread adoption.

Region with highest CAGR:

Over the forecast period, the Asia Pacific region is anticipated to exhibit the highest CAGR by rapid urbanization, expanding smart city projects, and government investment in autonomous mobility. Countries like China, Japan, South Korea, and India are scaling AV deployment across public transport, logistics, and last-mile connectivity. Public-private partnerships and mobile-first strategies are improving access in urban and semi-urban areas. Demand for affordable, efficient, and tech-enabled transport is reinforcing innovation. Regional manufacturers and global players are collaborating to localize and scale solutions.

Key players in the market

Some of the key players in Shared Autonomous Vehicle Market include Waymo LLC, Cruise LLC, Aurora Innovation, Inc., Tesla, Inc., Mobileye Global Inc., Baidu, Inc., Zoox, Inc., AutoX Inc., Pony.ai, Inc., NVIDIA Corporation, Aptiv PLC, Uber Technologies, Inc., Lyft, Inc. and Toyota Motor Corporation.

Key Developments:

In April 2025, Waymo and Toyota Motor Corporation announced a strategic partnership to co-develop autonomous vehicle platforms for shared mobility and personally owned vehicles. Woven by Toyota will support software integration, enhancing safety and accessibility across urban deployments.

In February 2025, Cruise entered a strategic integration with General Motors, aligning its autonomous technology with GM's Super Cruise platform. This partnership shifts Cruise's focus from commercial robotaxis to personal autonomous vehicles, enhancing safety and scalability across GM's consumer fleet.

Components Covered:

  • Sensors
  • Actuators
  • Control Units
  • Connectivity Modules

Vehicle Types Covered:

  • Passenger Cars
  • Commercial Vehicles

Level of Automations Covered:

  • Level 3: Conditional Automation
  • Level 4: High Automation
  • Level 5: Full Automation

Propulsion Types Covered:

  • Electric Vehicles (EVs)
  • Hybrid Vehicles
  • Fuel Cell Vehicles

Applications Covered:

  • Ride-Hailing Services
  • Car-Sharing Services
  • Public Transportation
  • Logistics and Delivery
  • Other Applications

End Users Covered:

  • Individual Users
  • Fleet Operators
  • Governments
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Shared Autonomous Vehicle Market, By Component

  • 5.1 Introduction
  • 5.2 Sensors
  • 5.3 Actuators
  • 5.4 Control Units
  • 5.5 Connectivity Modules

6 Global Shared Autonomous Vehicle Market, By Vehicle Type

  • 6.1 Introduction
  • 6.2 Passenger Cars
  • 6.3 Commercial Vehicles

7 Global Shared Autonomous Vehicle Market, By Level of Automation

  • 7.1 Introduction
  • 7.2 Level 3: Conditional Automation
  • 7.3 Level 4: High Automation
  • 7.4 Level 5: Full Automation

8 Global Shared Autonomous Vehicle Market, By Propulsion Type

  • 8.1 Introduction
  • 8.2 Electric Vehicles (EVs)
  • 8.3 Hybrid Vehicles
  • 8.4 Fuel Cell Vehicles

9 Global Shared Autonomous Vehicle Market, By Application

  • 9.1 Introduction
  • 9.2 Ride-Hailing Services
  • 9.3 Car-Sharing Services
  • 9.4 Public Transportation
  • 9.5 Logistics and Delivery
  • 9.6 Other Applications

10 Global Shared Autonomous Vehicle Market, By End User

  • 10.1 Introduction
  • 10.2 Individual Users
  • 10.3 Fleet Operators
  • 10.4 Governments
  • 10.5 Other End Users

11 Global Shared Autonomous Vehicle Market, By Geography

  • 11.1 Introduction
  • 11.2 North America
    • 11.2.1 US
    • 11.2.2 Canada
    • 11.2.3 Mexico
  • 11.3 Europe
    • 11.3.1 Germany
    • 11.3.2 UK
    • 11.3.3 Italy
    • 11.3.4 France
    • 11.3.5 Spain
    • 11.3.6 Rest of Europe
  • 11.4 Asia Pacific
    • 11.4.1 Japan
    • 11.4.2 China
    • 11.4.3 India
    • 11.4.4 Australia
    • 11.4.5 New Zealand
    • 11.4.6 South Korea
    • 11.4.7 Rest of Asia Pacific
  • 11.5 South America
    • 11.5.1 Argentina
    • 11.5.2 Brazil
    • 11.5.3 Chile
    • 11.5.4 Rest of South America
  • 11.6 Middle East & Africa
    • 11.6.1 Saudi Arabia
    • 11.6.2 UAE
    • 11.6.3 Qatar
    • 11.6.4 South Africa
    • 11.6.5 Rest of Middle East & Africa

12 Key Developments

  • 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 12.2 Acquisitions & Mergers
  • 12.3 New Product Launch
  • 12.4 Expansions
  • 12.5 Other Key Strategies

13 Company Profiling

  • 13.1 Waymo LLC
  • 13.2 Cruise LLC
  • 13.3 Aurora Innovation, Inc.
  • 13.4 Tesla, Inc.
  • 13.5 Mobileye Global Inc.
  • 13.6 Baidu, Inc.
  • 13.7 Zoox, Inc.
  • 13.8 AutoX Inc.
  • 13.9 Pony.ai, Inc.
  • 13.10 NVIDIA Corporation
  • 13.11 Aptiv PLC
  • 13.12 Uber Technologies, Inc.
  • 13.13 Lyft, Inc.
  • 13.14 Toyota Motor Corporation

List of Tables

  • Table 1 Global Shared Autonomous Vehicle Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Shared Autonomous Vehicle Market Outlook, By Component (2024-2032) ($MN)
  • Table 3 Global Shared Autonomous Vehicle Market Outlook, By Sensors (2024-2032) ($MN)
  • Table 4 Global Shared Autonomous Vehicle Market Outlook, By Actuators (2024-2032) ($MN)
  • Table 5 Global Shared Autonomous Vehicle Market Outlook, By Control Units (2024-2032) ($MN)
  • Table 6 Global Shared Autonomous Vehicle Market Outlook, By Connectivity Modules (2024-2032) ($MN)
  • Table 7 Global Shared Autonomous Vehicle Market Outlook, By Vehicle Type (2024-2032) ($MN)
  • Table 8 Global Shared Autonomous Vehicle Market Outlook, By Passenger Cars (2024-2032) ($MN)
  • Table 9 Global Shared Autonomous Vehicle Market Outlook, By Commercial Vehicles (2024-2032) ($MN)
  • Table 10 Global Shared Autonomous Vehicle Market Outlook, By Level of Automation (2024-2032) ($MN)
  • Table 11 Global Shared Autonomous Vehicle Market Outlook, By Level 3: Conditional Automation (2024-2032) ($MN)
  • Table 12 Global Shared Autonomous Vehicle Market Outlook, By Level 4: High Automation (2024-2032) ($MN)
  • Table 13 Global Shared Autonomous Vehicle Market Outlook, By Level 5: Full Automation (2024-2032) ($MN)
  • Table 14 Global Shared Autonomous Vehicle Market Outlook, By Propulsion Type (2024-2032) ($MN)
  • Table 15 Global Shared Autonomous Vehicle Market Outlook, By Electric Vehicles (EVs) (2024-2032) ($MN)
  • Table 16 Global Shared Autonomous Vehicle Market Outlook, By Hybrid Vehicles (2024-2032) ($MN)
  • Table 17 Global Shared Autonomous Vehicle Market Outlook, By Fuel Cell Vehicles (2024-2032) ($MN)
  • Table 18 Global Shared Autonomous Vehicle Market Outlook, By Application (2024-2032) ($MN)
  • Table 19 Global Shared Autonomous Vehicle Market Outlook, By Ride-Hailing Services (2024-2032) ($MN)
  • Table 20 Global Shared Autonomous Vehicle Market Outlook, By Car-Sharing Services (2024-2032) ($MN)
  • Table 21 Global Shared Autonomous Vehicle Market Outlook, By Public Transportation (2024-2032) ($MN)
  • Table 22 Global Shared Autonomous Vehicle Market Outlook, By Logistics and Delivery (2024-2032) ($MN)
  • Table 23 Global Shared Autonomous Vehicle Market Outlook, By Other Applications (2024-2032) ($MN)
  • Table 24 Global Shared Autonomous Vehicle Market Outlook, By End User (2024-2032) ($MN)
  • Table 25 Global Shared Autonomous Vehicle Market Outlook, By Individual Users (2024-2032) ($MN)
  • Table 26 Global Shared Autonomous Vehicle Market Outlook, By Fleet Operators (2024-2032) ($MN)
  • Table 27 Global Shared Autonomous Vehicle Market Outlook, By Governments (2024-2032) ($MN)
  • Table 28 Global Shared Autonomous Vehicle Market Outlook, By Other End Users (2024-2032) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.