Alternatives to Google Earth Engine

RockWorks is a software program that creates 2D and 3-D maps, logs, cross sections, geological models and volume reports. It also provides general geology diagrams for the petroleum, geotechnical and mining industries. RockWorks is the industry standard for environmental, geotechnical and petroleum mining data visualization. It includes popular tools like maps, logs and cross sections, fence diagrams and solid models, as well as logs and solid models. RockWorks offers numerous options for analyzing your surface and subsurface data, and accepts many different data types, such as stratigraphy, lithology, downhole geochemistry/geophysics / geotechnical measurements, color intervals, fractures, and aquifer data. RockWorks' graphic output can be displayed in the built-in 2D or 3D viewing/editing window. You can also export to CAD and Google Earth and other GIS programs. To create page layouts for posters and reports, use the ReportWorks module.

Discover the globe like never before with unparalleled detail, allowing you to place markers for significant sites within your project and draw shapes or lines right on the map. You can enrich your map with images and videos that provide valuable context, and you have the ability to tilt the view for an ideal 3D perspective or immerse yourself in Street View for an engaging 360-degree experience. Collaborate seamlessly with others, much like you would in Google Docs, and share your narrative through a compelling presentation. Google Earth Pro is available for free on desktop for users who require advanced features, letting you import and export GIS data while also offering the ability to explore historical imagery. This versatile tool is compatible with PC, Mac, or Linux systems. For mobile users, Google Earth offers a convenient way to explore the globe with just a swipe on your smartphone or tablet, and with Google Earth for Chrome, you can effortlessly fly anywhere in moments while enjoying the exploration of 3D cities directly in your browser. Additionally, Earth Studio provides a powerful animation tool for creating visuals using Google Earth’s satellite and 3D imagery, while Google Earth Engine merges a vast collection of satellite imagery and geospatial datasets with the ability to perform planetary-scale analyses, making it an invaluable resource for researchers and enthusiasts alike. With these diverse functionalities, the possibilities for exploration and presentation are virtually endless.

Fathom's Global Flood Map provides an extensive array of hazard data and flood risk insights on a global scale. It addresses significant flood risks, including pluvial, fluvial, and coastal events, with a resolution of approximately 30 meters, offering detailed depth and extent information for return periods ranging from once in five years to once in a thousand years. Incorporating climate dynamics, the map facilitates the evaluation of flood risks under a variety of future scenarios extending to the year 2100. Among its notable features are multi-peril flood layers, enhanced terrain data through the FABDEM+ digital elevation model, and versatile access methods including API, portal, or on-premises hosting. This platform caters to various sectors such as insurance, engineering, financial services, corporate businesses, and international development, empowering these industries to seamlessly integrate flood hazard information and climate change data into their risk management strategies. Furthermore, Fathom emphasizes scientific integrity, ensuring its models are rigorously validated and featured in prominent academic publications, which highlights its dedication to supporting informed decision-making in flood risk management.

GRASS GIS, which stands for Geographic Resources Analysis Support System, is a powerful, free, and open-source suite of Geographic Information System (GIS) tools designed for the management and analysis of geospatial data, including capabilities for image processing, map production, spatial modeling, and visualization. This versatile software accommodates various data types, such as raster and vector, facilitating sophisticated modeling and data handling, as well as imagery processing and time series analysis through its Python API, which is particularly well-suited for extensive analyses. Compatible with multiple operating systems like OS X, Windows, and Linux, GRASS GIS can be utilized via a graphical user interface or seamlessly integrated with other applications, including QGIS. The software features an extensive library of over 350 modules aimed at tasks such as rendering maps, manipulating raster and vector data, processing multispectral imagery, and effectively managing and storing spatial datasets. Widely adopted in both academic and commercial environments, it also serves the needs of governmental organizations, showcasing its versatility and reliability in various geospatial contexts. The continual enhancements and community support further solidify GRASS GIS as a crucial tool for professionals working in the field of geospatial analysis.

FlyPix AI is a platform for advanced object detection that analyzes satellite and drone images. FlyPix AI allows users to detect, segment and locate objects and areas. It also tracks changes and detects anomalies in geospatial data. Its intuitive and user-friendly interface allows users to create customized use case and extract valuable data from earth observation data without any coding knowledge.

Facilitating seamless collaboration among geoscientists, drillers, and engineers is essential in today's intricate oil and gas industry. While the sector may be increasingly complex, your software experience doesn't have to reflect that complexity. Kingdom™ brings together geoscience, geophysics, and engineering into one user-friendly software platform, empowering asset teams to make swift and assured decisions throughout the entire process from exploration to completion. Our solutions are designed with simplicity in mind, providing you with access to sophisticated geoscience tools that are both affordable and easy to learn, all while offering exceptional support and training options. Whether dealing with unconventional, conventional, or deepwater plays, Kingdom enables you to evaluate regional geological trends or identify underperforming assets effortlessly within a unified and economical learning environment. With Kingdom Geosteering, you can increase your success rate to 95% in hitting the zone, while enhanced collaboration not only boosts geological productivity but also leads to more accurate predictions for future projects. Ultimately, this integration of technology fosters a more efficient workflow, making it easier for teams to achieve their goals effectively.

Stay ahead of changing weather conditions with customized real-time alerts designed specifically for your operational needs. You can easily set up alerts that are triggered based on geographic locations, with notifications delivered through email, text, or a mobile app. Additionally, you will receive notifications when conditions improve, marked by an "all-clear" message. A striking red icon featuring an eye with a lightning bolt indicates heightened awareness of lightning activity. Gain insights into where lightning strikes are occurring and monitor over 80 different real-time weather metrics. Engage in discussions with expert meteorologists for tailored guidance. Another red icon showcases a dynamic weather map with a prominent location pin, allowing you to keep your team informed at all times. Set specific locations and adjust zoom levels to create personalized views, while utilizing drawing tools on the live weather map. Explore an expanding collection of map layers, including Earth Networks Total Lightning, current and future radar data, and various severe weather indicators such as hurricanes, freezing rain, and snow. Even if you're not actively checking the weather, our proactive alerts will ensure you stay informed. With the ability to monitor and respond to weather developments seamlessly, you can remain prepared, no matter where you are.

Accessing Earth observation data for your application has never been easier. EarthCache™ offers an incredibly powerful and user-friendly API that connects you to satellite data from around the globe. By utilizing a single point of access, you can focus on development rather than data sourcing, retrieving analysis-ready archives and future datasets with resolutions ranging from 50 cm to 30 m. Developers will appreciate the efficiency of EarthCache, which consolidates multiple sources into one cohesive platform. With EarthCache, you gain seamless access to premier Earth observation data alongside sophisticated processing algorithms tailored for application developers. Our service aggregates and standardizes data from top-tier industry partners, saving your team from the lengthy process of integrating various systems. Building your data pipeline has never been simpler; just grab your code and integrate it within minutes. Designed specifically for developers, you can easily programmatically search and request the Earth observation data you require through a straightforward one POST, one GET model. Additionally, you have the capability to schedule pipelines that monitor designated areas of interest, ensuring you remain updated with the latest information.

Blue Sky Analytics is a company focused on geospatial data intelligence that is creating an API-driven catalog of Environmental Datasets through the use of satellite data, artificial intelligence, and cloud technology. With the urgency for effective climate action increasing, it is crucial that our initiatives are well-informed, coordinated, and measurable. To address this need, we have developed an API-based catalog of Environmental Datasets that harnesses the power of satellite imagery, AI, and cloud resources, ensuring that our information is both reliable and accessible. By providing comprehensive data, we aim to empower stakeholders to make informed decisions in the fight against climate change.

Dynamic Graphics has created EarthVision, a software solution designed for constructing, analyzing, and visualizing 3D models, enabling fast and accurate updates of intricate 3D representations. The software simplifies the generation of reliable maps, cross-sections, reservoir characterization, and volumetric assessments. Featuring a sophisticated 3D⁄4D viewer, EarthVision allows users to inspect and interact with models in conjunction with datasets from the entire asset development team, enhancing quality control, well planning, and communication across management, investors, partners, and team members. The inclusion of a workflow manager streamlines the model-building experience, facilitating the rapid development of complex models through a structured, geology-focused approach. By employing a single data entry system, the workflow manager’s user-friendly interface effectively guides users in modeling various geological features, including fluid contacts, salt domes, diapirs, and intricate fault structures, while also executing time-to-depth conversions. Overall, EarthVision stands out as a comprehensive tool that not only enhances efficiency but also fosters collaboration among all stakeholders involved in the development process.

Spire's extensive network of low-orbit satellites gathers immediate data from all atmospheric layers, successfully reaching even the challenging altitudes. We continually enhance our technological capabilities by integrating new equipment, refining our forecast API, and tailoring our predictive weather models to support your boldest initiatives. Extreme weather poses the highest threat to safety and fuel consumption, making dependable and user-friendly weather forecasts essential for the safety of maritime operations. To address this need, Spire Global has partnered with PredictWind to deliver an innovative marine weather forecast that offers sport sailors precise information on wind speed and direction, ensuring they can navigate the open ocean with confidence. This collaboration not only enhances sailing experiences but also contributes to safer and more efficient maritime practices overall.

TerrSet represents a comprehensive geospatial software suite designed to facilitate the monitoring and modeling of Earth's systems to promote sustainable development. This system combines the powerful IDRISI GIS Analysis and IDRISI Image Processing tools, supplemented by a range of specialized applications tailored for various needs. Offering an unparalleled array of geospatial tools within a single, cost-effective package, TerrSet eliminates the necessity for expensive add-ons to enhance your research potential. In addition to the previously mentioned software functionalities, TerrSet provides utilities for importing and exporting all major file formats and imagery, along with extensive documentation and user tutorials to assist users. The IDRISI Image Processing System embedded within TerrSet features a broad spectrum of techniques for the restoration, enhancement, transformation, and classification of remotely sensed images. This integration makes TerrSet not only versatile but also essential for effective environmental analysis and management.

ENVI stands as the leading choice in the realm of image processing and analysis, utilized by image analysts, GIS experts, and researchers to derive accurate, timely, and dependable insights from geospatial imagery. Its scientific validation, user-friendly interface, and seamless integration with Esri’s ArcGIS platform have made it a favored tool in the industry. For over thirty years, ENVI has consistently embraced innovation, accommodating a diverse array of data types such as multispectral, hyperspectral, thermal, LiDAR, and SAR. The platform democratizes deep learning by providing intuitive tools and workflows that do not necessitate programming expertise. Additionally, ENVI offers customization options through an API and visual programming environment, allowing users to tailor the software to their specific project needs. By employing scientifically validated analytics, ENVI ensures the delivery of professional-grade results. Organizations opt for ENVI due to its ability to fit seamlessly into existing workflows, compatibility with the most prevalent sensors today, and the flexibility to adapt to unique project specifications. Ultimately, ENVI's comprehensive capabilities make it an indispensable asset for professionals seeking to maximize the value of geospatial data.

Tomorrow.io stands out as the sole Weather Intelligence Platform™ in the world, offering bespoke solutions tailored to various sectors affected by weather conditions. Companies globally, such as the NFL, Uber, Delta, Ford, and National Grid, leverage Tomorrow.io to enhance their operational effectiveness significantly. The platform is designed from the ground up to assist organizations in forecasting the weather's impact on business operations, facilitating better team communication and actionable strategies, boosting overall productivity, and maximizing profit margins. Instead of being static, weather data can be transformed into dynamic insights. Users can centralize critical information, including key locations, weather thresholds, established rules, protocols, and response strategies, all within a single, user-friendly interface. By integrating historical, real-time, and predictive weather data from around the world, efficiency is optimized. Tomorrow.io features an interactive map that illustrates over 30 weather and air quality metrics, allowing users to monitor and visualize weather patterns through color-coded layers, complemented by both short-term and long-term forecasting timelines. This comprehensive approach empowers businesses to make informed decisions in the face of weather variability.

Farmers and those working in agriculture depend on accurate weather and agronomic information to guide their essential business choices; this is why aWhere has dedicated nearly twenty years to creating and enhancing a precise system for processing and delivering such data. Unlike any other service available, aWhere integrates top-tier weather information tailored for agricultural purposes with rigorously validated agronomic models. This valuable agricultural intelligence is subsequently shared with aWhere's clients, including farmers, crop consultants, and agricultural retailers, enabling them to make better-informed decisions. Moreover, commodity buyers, traders, and analysts need comprehensive global weather and agronomic insights to mitigate risks and strategically plan their commodity purchases, thus fostering a more robust supply chain. To address these needs, aWhere’s team of scientists and commodities experts has crafted proprietary indices that monitor both localized and broader agricultural risks, which are accessible through in-depth weekly reports or as a continuous data stream via API, ensuring that stakeholders are always equipped with timely information. This commitment to innovation not only enhances decision-making processes but also contributes to the resilience of the agricultural sector overall.

The extensive, high-resolution images utilized in the geospatial sector offer critical insights, yet their large file sizes can create significant obstacles for sharing, viewing, and manipulating this information effectively. GeoExpress empowers geospatial experts to compress these images into our unique, industry-standard MrSID format. This format allows for both lossless and visually lossless compression, making it possible for users to reduce file sizes without compromising the quality of the images. Additionally, GeoExpress includes features for editing geospatial imagery during the compression process, enhancing the quality of visual data for subsequent analysis. Its standard editing tools encompass cropping and color adjustment, while also providing functionalities like reprojection and mosaicking. By compressing image files and geospatial data down to as little as 5% of their original size or cutting file sizes by half, you can maximize storage efficiency, streamline usage, and simplify the distribution process without losing visual integrity. This approach ultimately leads to improved accessibility and usability of vital geospatial information.

EOfactory gives you the flexibility to either utilize your own data or opt for our data delivery services. The platform accommodates a variety of public and private data sources that facilitate comprehensive analysis and information extraction. With EOfactory's ARD toolkit, preparing data for analysis becomes a straightforward task, allowing you to shift your focus toward achieving optimal outcomes without the hassle of data processing. You can create customized time models using our interactive AI/ML tools, which empower you to develop superior EO machine learning models. Furthermore, EOfactory features an array of pre-built models crafted by experts, specifically designed for different geographic areas. The mission is to democratize earth observation intelligence, contributing to a sustainable future. Additionally, our studio enables you to design personalized UI/UX and construct intuitive dashboards for effective result visualization. With capabilities such as cloud removal, cloud shadow removal, machine learning downscaling, slope analysis, image resampling, and more, EOfactory ensures you have all the tools needed for advanced data processing and interpretation. Ultimately, EOfactory stands as a comprehensive solution for enhancing your earth observation projects.

WellArchitect, created in collaboration with Baker Hughes Company, serves as a sophisticated system for well planning and survey management, designed to facilitate the integrated planning and drilling of directional well paths, regardless of the presence of earth models. This innovative tool is tailored to effectively manage the complexities of sidetracking, multi-lateral well paths, and re-entry drilling, making it indispensable for personnel across all levels within the industry, both at the office and on-site. The system encompasses trajectory calculations, analyses of target erosion due to positional uncertainties, comprehensive reporting, plotting features, and advanced 3D visualizations. Well paths can be compared against various models, including earth and reservoir models, enhancing decision-making capabilities. Additionally, it integrates robust directional drilling software with cutting-edge visualization technologies and optional reservoir geo-data, marking a significant advancement in the drilling sector. Furthermore, it streamlines the entire process from meticulous planning and survey calculations to efficient data management and collision-risk assessments, ensuring a holistic approach to well operations.

Amazon Location Service is a comprehensive mapping solution that enables the integration of geospatial data and location features into applications, which includes both dynamic and static maps, the ability to conduct place searches and geocoding, route planning, device tracking, and geofencing functions. This service not only helps in protecting customer information but also aids in cost reduction while seamlessly connecting with various AWS services. By utilizing Amazon Location Service, businesses can create digital maps that highlight their locations, visualize important data, and extract insights to enhance their operations. Users can embed maps that feature detailed road layouts, points of interest, and satellite imagery, delivering an engaging and immersive experience to their audience. Additionally, the platform allows for the easy integration of custom data to recognize trends, support well-informed decision-making, and develop interactive experiences. Users can effortlessly search, display, and filter locations, businesses, and points of interest according to their proximity, category, and name. Furthermore, the service enhances address entry through autocomplete functionality, which significantly improves productivity and ensures data accuracy. Ultimately, Amazon Location Service provides a robust toolset to empower businesses in making geographically informed choices.

Galileo, developed by GISDATA.io, transforms the accessibility and application of geospatial data. It consolidates datasets from various origins into an integrated, user-friendly platform that features sophisticated search functionalities tailored for spatial and metadata, thereby facilitating rapid and accurate retrieval of the most pertinent and current geospatial data. Tailored for experts in fields such as surveying, mapping, engineering, environmental consultancy, and scientific research, Galileo significantly boosts productivity and enhances decision-making through its efficient data discovery process. The platform's unique data discovery and indexing system ensures consistent updates and comprehensive coverage of information. With a vast array of datasets, including approximately 750,000 sourced from ESRI servers, Galileo boasts a rich and diverse data repository. Its user-friendly design not only caters to both beginners and seasoned professionals but also optimizes time management and resource allocation, making it an invaluable tool in the geospatial industry. This innovative approach not only simplifies data handling but also opens up new possibilities for analysis and application in various domains.

Athenium Analytics provides insurance companies with tools to uncover fresh pathways for growth, enhance efficiency, and foster ongoing improvement. Our cutting-edge insurtech software equips carriers with the means to elevate quality, boost performance, and make informed business decisions through the use of predictive analytics and actionable insights. By utilizing AI-driven imagery analytics, predictive modeling, and unique risk scores, clients can effectively pinpoint and mitigate risks. The IRIS platform facilitates swift identification of property features and aids in managing portfolio exposure through AI-enhanced computer vision and geospatial imagery. Additionally, our diverse range of risk management solutions empowers underwriting and claims teams to gain better control over risk factors. Together, these tools create a comprehensive approach to navigating the complexities of the insurance landscape.

PicStork, created by AeroMegh, is an innovative platform that harnesses AI to streamline the analysis of aerial imagery through advanced geospatial analytics. Users can easily upload their datasets and build tailored machine learning models to carry out object detection, all without requiring any programming expertise. With its intuitive design, PicStork enhances productivity by guiding users through tasks such as image preparation, model training, and immediate cloud-based analysis. This versatile platform caters to a wide range of sectors, including agriculture, construction, and environmental assessment, delivering detailed reports and insights that support informed decision-making. By making aerial image analysis accessible to everyone, PicStork empowers users to leverage advanced technology for various real-world applications.

Kayrros stands out as a premier global platform for asset observation, underpinned by fundamental scientific principles, robust research and development, and cutting-edge technology. By utilizing satellite imagery, geolocation data, textual insights, and various unconventional data sources, combined with machine learning, natural language processing, and sophisticated mathematical techniques, Kayrros effectively monitors and evaluates energy, natural resource, and industrial activities on a global scale. This comprehensive integration of satellite imagery, unconventional data, and market insights allows Kayrros to offer tailored solutions that enhance decision-making processes in the energy, natural resource, and industrial sectors, while also assessing environmental impacts and offering valuable insights into climate-related risks. Gaining a deep understanding of specific locations around the globe, as well as how crises influence various industries, is crucial for making informed decisions that can lead to favorable outcomes. Ultimately, Kayrros empowers businesses with the tools necessary to navigate complex market dynamics and environmental challenges effectively.

ArcGIS Excalibur is a cloud-based application designed for imagery that enables users to explore, locate, and analyze various images efficiently. It provides specialized workflows tailored for image analysis and interpretation. The integration of imagery and geospatial workflows, which were once distinct, allows analysts to access and utilize them effortlessly through ArcGIS Excalibur. Users can generate reports based on imagery or create dynamic layers to share findings with essential stakeholders. Within this single platform, users can quickly access images from available services and interact with them directly from search results. The application allows for an interactive search of images, adjustment of search parameters, previewing of images, and examination of metadata, as well as queuing images for future tasks. Users have the capability to create annotations, take measurements, and apply both image enhancements and preset renderers to oblique or orthorectified images. Additionally, users can compile imagery observation reports, develop interactive briefing materials, monitor analytics, and distribute their analyses as dynamic imagery layers, ensuring a comprehensive approach to image exploitation. This holistic functionality makes ArcGIS Excalibur a vital tool for professionals working with geospatial imagery.

Overseeing the supply and distribution of essential utilities such as electricity, gas, and water can often be quite challenging. The process of digitizing component visualization greatly enhances both the planning and implementation stages involved. Our comprehensive offerings support the development of GIS maps through thorough surveys of the project area using mobile applications, along with data correction, modeling, and visualization. With our GIS updating services, we ensure that the evolving distribution networks of electricity, water, and gas utilities remain current with the latest changes and asset details. Our services include the meticulous creation of GIS maps, which necessitate regular updates to maintain accuracy. Additionally, we facilitate incremental data updates; whenever there is a change, we utilize specialized tools for capturing new information or perform periodic incremental surveys. This includes delineating the boundaries of the area of interest and acquiring satellite imagery specific to that region. Moreover, we focus on seamlessly integrating these updates with existing systems to enable effective network analysis. Our commitment to accuracy and timeliness ensures that utility management remains efficient and reliable.

Create customized analytical graphs by utilizing a user-friendly drag-and-drop interface that allows you to select from various data categories, including displacement measurements, coordinates, vectors, and velocities, along with additional elements like site voltage. You can modify the reporting date range and reference values, as well as implement filters such as 24-hour averages to refine your data set effectively. Once your graphs are designed, you can easily incorporate them into your dashboard for streamlined reporting. Additionally, for heat mapping, choose any data type you wish to visualize, set your desired time frame, and represent movement with a heat map that can be tailored by adjusting the color weights and scales to meet your specific reporting needs. You can enhance your heat maps by overlaying project imagery for quick visual reference and seamlessly integrate various prisms or sensor types to cross-reference data from different systems, ensuring comprehensive analysis and insight. This capability not only improves data visualization but also aids in making informed decisions based on the combined data sources.

The process of advanced velocity determination combined with 3D and 2D velocity model construction results in precise and high-quality seismic images that are interpretable in both time and depth. An extensive range of interactive and batch tools for analyzing anisotropic models effectively addresses a wide array of seismic imaging challenges. By integrating interpretation and modeling solutions, the workflow is optimized, minimizing data loss while adhering to geological constraints. The construction of accurate 3D and 2D models is straightforward, making it feasible regardless of the complexity of the underlying structural geology. Furthermore, the system is designed to operate efficiently with highly parallelized capabilities, accommodating extensive 3D datasets and multi-line 2D datasets, whether on-premises or in cloud environments. Accurate seismic images and reliable depth models play a critical role in hydrocarbon exploration and production efforts. The Aspen GeoDepth velocity determination and modeling system provides an effective means for enhancing seismic imaging, facilitating the integration of various processes such as interpretation, velocity analysis, model construction, and time-to-depth conversion, ultimately leading to better decision-making in exploration projects. This comprehensive approach not only improves the quality of the seismic data but also supports more informed resource management strategies.

Weather APIs are designed to provide you with precisely the information you require in your preferred format, encompassing alerts, current conditions, forecasts, weather imagery, and additional features. Acknowledging the significant influence of weather in our daily lives, we simplify the integration of extensive weather data from the most reliable forecaster into your applications, business workflows, or tailored models. Our state-of-the-art, on-demand forecasting engine drives our weather data APIs, which rely on a patented system to synthesize various weather observation data. This unique forecasting system adeptly combines multiple model inputs that are continuously verified in real-time for greater accuracy. Furthermore, our proprietary approach incorporates human forecast management, further enhancing the precision of the data provided. With our on-demand forecast engine platform, you gain access to a wide array of comprehensive weather data resources, featuring a scalable usage model that can be tailored to suit your specific requirements while ensuring reliability. This flexibility empowers users to adapt their weather data needs as they evolve over time.

Jupiter holds a dominant position in the realm of climate risk analytics, serving essential sectors such as insurance, banking, asset management, real estate, energy, utilities, oil and gas, manufacturing, chemicals, mining, retail, agriculture, the public sector, and non-governmental organizations. Our cutting-edge solutions provide comprehensive climate risk assessments across various hazards, offering spatial resolutions that range from portfolio to asset levels, applicable globally and adaptable to different time frames and climate scenarios. Notably, Jupiter’s advanced physical climate risk analytics have been embraced by at least one of the top five global firms across sectors including asset management, banking, insurance, oil and gas, mining, power, and construction, as well as the U.S. government. This widespread adoption underscores the reliability and effectiveness of our offerings in addressing the pressing challenges posed by climate change.

At ClimateAi, our mission is to enhance profitability in agriculture and strengthen the resilience of food systems by integrating climate intelligence with advanced agronomic practices through machine learning. Our dedicated team consists of enthusiastic scientists, engineers, and agricultural entrepreneurs who share a conviction that climate change represents the most pressing challenge of our time. We assess the long-term viability of specific crops across diverse geographical areas, recognizing that merely diversifying locations does not equate to reducing climate risks. By understanding the long-term compatibility of crops, we enable breeders to make informed decisions, steering clear of underperformance. As past and current climate conditions no longer accurately reflect what lies ahead, we focus on breeding for anticipated future climates in targeted markets. Additionally, we aim to mitigate the overall risk of seasonal shortages or excess inventory by strategically selecting optimal growing regions. Our innovative approach ensures that agriculture adapts effectively to the evolving climate landscape, ultimately contributing to a more sustainable future.

Our motivation stems from a commitment to uplift the most at-risk populations, particularly Small Island Developing States and Least Developed Countries, enabling them to leverage the most effective scientific knowledge and analytical tools available during international climate negotiations. We conduct comprehensive studies focused on the 1.5°C threshold established in the Paris Agreement, assessing the unique risks and vulnerabilities these nations encounter. Additionally, we monitor advancements in climate action, guiding governments on practical steps they can take to adhere to this temperature goal. By integrating and enhancing scientific understanding in the climate change domain, we offer substantial support and capacity-building initiatives for various stakeholders. Through the connection of scientific insights with policy frameworks, we deliver cutting-edge solutions to address both global and national climate change policy challenges, fostering a collaborative approach towards a more sustainable future. Ultimately, our efforts aim to build resilience and adaptive capacity in regions most affected by climate change.

Predicting and modeling spatial phenomena through real-world observations can often be challenging and impractical. The ArcGIS Geostatistical Analyst tool enables the creation of optimal surfaces derived from sample data, facilitating improved decision-making through the evaluation of predictions. This functionality proves particularly beneficial for various fields such as atmospheric data analysis, exploration in petroleum and mining, environmental assessments, precision agriculture, as well as fish and wildlife research. Equipped with a collection of interactive tools, the ArcGIS Geostatistical Analyst extension allows users to visually explore their data prior to conducting a thorough analysis. In cases where data may be incomplete or contain errors, this tool offers a probabilistic framework that helps quantify uncertainties effectively. Users can generate multiple surface versions to conduct comprehensive risk analyses. Additionally, geostatistical simulation generates a range of surfaces that replicate the actual phenomenon and present possible value outcomes, enhancing the robustness of spatial analysis. By leveraging these capabilities, users can make more informed decisions based on a clearer understanding of the data uncertainties involved.

From significant hurricanes to damaging hail storms, Respond® predictive analytics enables you to effectively manage risks and optimize resources associated with severe weather events. By leveraging insights derived from real-time weather data feeds, Respond enhances your operational performance and aids in informed decision-making regarding weather-related risk assessments, preparation for extreme weather situations, loss prevention strategies, and disaster recovery efforts. The analysis provided by Respond, when superimposed on your existing policies in force (PIF), allows for a visualization of policyholder locations and coverage amounts that are likely to be affected by hazardous hail or other threats. This capability empowers you to deploy the right adjuster expertise for properties that are located within, adjacent to, or outside the affected storm zone. Furthermore, it streamlines the claims process, reduces cycle times, and boosts policyholder contentment. By improving reinsurance treaty recovery processes and accurately predicting claims volumes for natural hazard incidents, Respond not only aids in visualizing the impact of destructive weather but also facilitates a deeper understanding of storm intensity and its potential effects. Additionally, this comprehensive approach positions you to mitigate losses more effectively while enhancing overall operational resilience amidst unpredictable weather challenges.

ArcGIS Pro is a robust desktop GIS application, enriched with features and innovations inspired by its user community. This software excels in data visualization, advanced analysis, and the management of authoritative data across 2D, 3D, and 4D environments. It facilitates seamless data sharing among the ArcGIS ecosystem, including platforms like ArcGIS Online and ArcGIS Enterprise, allowing users to leverage the full potential of Web GIS. Explore the extensive array of tools and functionalities available in ArcGIS Pro today. Create visually stunning and intelligent maps by integrating various data sources, and utilize sophisticated analytical methods on different types of data to uncover trends, forecast outcomes, and address inquiries. Effortlessly share your projects and insights across your organization, online, and via mobile applications. Additionally, ArcGIS Pro accommodates diverse data formats and sources, adhering to industry and community standards to guarantee compatibility with any dataset you possess. This versatility makes ArcGIS Pro an indispensable tool for professionals across various fields.

Danomics is an innovative cloud-based platform tailored for subsurface interpretation, aiming to enhance the capabilities of geologists and engineers in analyzing geological formations. It provides sophisticated tools for mapping and characterizing reservoirs, alongside scalable cloud-supported log analysis and robust decline curve and type curve evaluations. The platform facilitates the importation of various data types like well headers, logs, tops, core data, and shapefiles in commonly used formats, enabling the creation of structure and isopach maps that adhere to geological principles while streamlining the process of identifying tops with assisted correlation. Furthermore, users can efficiently expand their interpretations across thousands of wells, personalize their analyses with spatial interpolation tools, and develop 3D models and visualizations of reservoir properties for enhanced understanding of production factors. Among its numerous features are workflows based on mineral inversion, automated data conditioning, machine learning-driven washout repair, and lithofacies and shear log modeling, all designed to optimize the analysis process. Overall, Danomics represents a significant advancement in subsurface interpretation technology, providing essential tools for modern geological exploration.

It takes a lot of work to gather your data. Do not settle for substandard visualization. Surfer's powerful modeling tools allow you to present your data in the best possible way while maintaining precision and accuracy. Surfer makes it easy to communicate information about geology, hydrology and environmental. Surfer's many analysis tools are designed for engineers, geologists, and researchers. They allow you to discover the depths of your data. Adjust gridding and interpolation parameters, assess spatial continuity of data using variograms, determine faults and breaklines, and perform grid calculations such volume, smoothing, filtering, and transformations. Surfer converts your data quickly into knowledge.

In a robust yet intuitive MicroStation environment, you can generate, manage, analyze, and disseminate geospatial, engineering, and business data with ease. Confidently utilize engineering-grade GIS to create high-quality maps and integrate various 2D and 3D datasets seamlessly. Save valuable time and reduce redundancy through precise tools for object creation, editing, and mapping that adhere to engineering standards. Leverage a powerful and adaptable application programming interface (API) to build customized GIS applications tailored to your specific needs. By providing field workers with quick access via the Bentley Map Mobile app on tablets, you can enhance productivity and streamline decision-making processes. Acknowledging that each user has unique preferences, Bentley OpenCities Map is available in multiple versions to suit diverse requirements. Furthermore, merge engineering information, survey results, point clouds, and digital imagery to craft and refine accurate 3D models and databases of urban environments. Moreover, you can effortlessly generate 3D reality meshes that represent cityscapes in a detailed manner.

The rise of digital transformation through cloud technology presents a remarkable chance to develop a new era of operations geology software tailored for the advanced rig of the future, enhancing both collaboration and efficiency. GravitasEDGE has been meticulously crafted with cutting-edge technology, giving users access to an extensive toolkit for managing geological workflows that integrates seamlessly with other fields like drilling and asset geoscience. Top-tier applications such as Winlog, EZ-Correlate, PoreView, and Reporter are included to facilitate log visualization and analysis, well correlation, pore pressure monitoring, as well as daily and end-of-well reporting. Additionally, the GravitasEDGE Mobile App has been specifically designed for smartphones and tablets, enabling users to access charts and reports from any device at any time and from any location. This accessibility ensures that professionals can stay connected and informed, regardless of where their work takes them.

Utilizing PLAXIS 2D LE or PLAXIS 3D LE enables the modeling and evaluation of geoengineering initiatives through limit equilibrium techniques. These robust software tools focus on limit equilibrium slope stability analysis and finite element groundwater seepage analysis, delivering swift and thorough evaluations across a diverse range of scenarios. You can develop both 2D and 3D models for slope stability concerning soil and rock formations. Benefit from an extensive variety of search methods along with over 15 different analysis techniques at your disposal. Additionally, the multiplane analysis (MPA) feature enhances the spatial assessment of slope stability. This functionality allows for the analysis of various structures such as embankments, dams, reservoirs, and cover systems, while also considering broader hydrogeological contexts, thereby facilitating more informed engineering decisions. Such versatility makes these tools indispensable for professionals engaged in geoengineering projects.

GeoThrust features a sophisticated workflow architecture aimed at generating precise earth models and images over time and depth, utilizing data captured with irregular geometries in challenging terrains characterized by complex near-surface and subsurface conditions, all while adhering to exceptionally high standards for data analysis and quality control, yet remaining user-friendly and accessible for new users. The estimation of the near-surface model is conducted through nonlinear tomography that leverages first-arrival times, effectively taking topographical variations into account and accurately delineating both lateral and vertical velocity changes. In addition to applying statics corrections, the near-surface adjustments are executed through wavefield dating, which is crucial for effective imaging in areas with irregular landscapes. Furthermore, GeoThrust adeptly carries out subsurface velocity estimation, modeling, and imaging based on topographical data rather than a flat datum, employing both rms and interval velocities determined at reflector positions instead of mere reflection points. This innovative approach ensures that GeoThrust is not only powerful but also versatile, enabling geoscientists to tackle a wide range of geological challenges with confidence.

Access a comprehensive street and satellite mapping tool for the entire globe. You can effortlessly switch languages, alter color schemes, and choose different fonts to enhance your maps. Additionally, you have the option to customize maps, upload your own geospatial data, or create new data and publish it online. You can also clip, adjust colors, or merge several images to create a unique visual representation. These maps can be displayed on websites or utilized in GIS applications. For those who prefer command line operations, the MapTiler Engine can be called from your own software. Comprehensive examples and technical guidance are provided in the MapTiler manual to assist users. Moreover, the MapTiler Engine can be incorporated into your products for distribution. The application, along with all required dependencies, can be easily accessed as a Docker container. A simple command allows you to install MapTiler Engine on any Linux system. You can publish maps directly from your server or laptop, and run your own map server utilizing global data securely behind a firewall, or enjoy full offline capabilities. Furthermore, it's possible to convert images into maps directly on your computer or process satellite images of the entire planet using a cluster of computers, making it a versatile tool for a variety of mapping needs. This flexibility ensures that you can adapt the software to fit your specific project requirements.

GISCARTA is a user-friendly GIS platform that enables users to create and analyze custom maps with ease. The platform supports major formats like GeoJSON, SHP, and TIF, and provides powerful AI-powered tools to enhance geospatial data. With features like 40+ analytics tools and the ability to visualize complex data, GISCARTA is perfect for professionals in industries such as urban planning, forestry, and environmental analysis. Users can import data from various sources and share their maps for greater collaboration and decision-making.

HawkEye 360 has introduced an innovative geospatial information solution that uncovers concealed and previously uncharted activities across land, sea, and air. Our distinctive commercial satellite constellation is capable of identifying and processing a wide array of RF signals. By integrating this data with other information sources and thorough analysis, we deliver a new level of insight for our clients. Committed to safeguarding the common good, we have developed RF tools that empower individuals and organizations to contribute positively to the world. Our sophisticated analytical products play a crucial role in helping first responders save lives, enabling law enforcement to combat hidden illegal activities, and assisting telecommunications companies in optimizing spectrum usage. Additionally, our capabilities extend to mapping signals of interest, conducting comprehensive surveys of global spectrum usage, and enhancing visibility within the maritime domain, ultimately paving the way for improved decision-making in various sectors.

The Petrel platform can be utilized both on-premises and within the DELFI cognitive E&P environment, empowering geoscientists and engineers to effectively analyze subsurface data throughout the entire spectrum from exploration to production, thus fostering a collaborative understanding of the reservoir. This holistic approach to earth science allows companies to streamline their workflows across exploration and production, leading to more informed decision-making by providing a comprehensive view of potential opportunities and associated risks. At its core, data-level integration serves as a critical enabler for multi-discipline collaboration. Such integration facilitates the collection and safeguarding of knowledge throughout the entire process, from the initial exploration stages to production, involving everyone from petroleum systems modelers to reservoir engineers, all working towards a unified understanding of the subsurface landscape. Whether embarking on your first deepwater exploration venture or managing an extensive drilling initiative in a shale formation, the Petrel platform significantly improves multidisciplinary workflows and enhances overall project efficiency. Ultimately, this platform not only drives innovation but also reinforces the importance of teamwork in achieving successful outcomes in the field of geoscience.

Gain a comprehensive understanding or concentrate on particular vulnerabilities and prospects. By integrating state-of-the-art earth science, data modeling, and machine learning, EarthScan™ provides immediate access to Climate Intelligence, enabling you to mitigate risks in decision-making, fulfill financial reporting requirements, and enhance the resilience of your assets. This Climate Intelligence is constantly updated, ensuring that your decisions are informed by the most recent peer-reviewed research and developments. Begin with a complimentary asset portfolio, and consider upgrading to premium for complete access to all assets of interest. Identify the most significant vulnerabilities and opportunities within your portfolio while examining various hazards, timelines, and risk scenarios. Engage in meaningful collaboration with essential stakeholders by sharing your portfolios and insights directly through EarthScan, utilizing either permissions-based sharing or public availability. This platform not only promotes informed decision-making but also fosters a collaborative environment to address climate-related challenges effectively.